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Patient context and readmission decision formatted for training
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78,208,677
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [70-80). Weight (pounds): [75-100). admission type: Emergency. discharge disposition: Discharged/transferred to SNF. admission_source: Emergency Room. Number of days between admission and discharge: 4. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 37. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 7. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 431. The secondary diagnosis (coded as first three digits of ICD9): 276. Additional secondary diagnosis (coded as first three digits of ICD9): 250. Number of diagnosis: 5. Max_glu_serum test result: None. A1Cresult test result: >8. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: Up. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:<30 days. </s>
157,554,707
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [50-60). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 2. Payer code: SP. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 28. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 13. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 250.2. The secondary diagnosis (coded as first three digits of ICD9): 276. Additional secondary diagnosis (coded as first three digits of ICD9): 428. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
43,281,387
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [40-50). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 2. Payer code: SP. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 50. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 7. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 558. The secondary diagnosis (coded as first three digits of ICD9): 276. Additional secondary diagnosis (coded as first three digits of ICD9): 250. Number of diagnosis: 4. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: No'. [/INST] Classification:NO. </s>
151,756,061
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: ?. Gender: Female. Age: [60-70). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to SNF. admission_source: Emergency Room. Number of days between admission and discharge: 7. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 98. Number of procedures (other than lab tests) performed during the encounter: 1. Number of medications administered during the encounter: 25. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 491. The secondary diagnosis (coded as first three digits of ICD9): 584. Additional secondary diagnosis (coded as first three digits of ICD9): 599. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: Norm. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Down. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
93,758,598
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [50-60). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to home with home health service. admission_source: Emergency Room. Number of days between admission and discharge: 4. Payer code: MD. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 38. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 18. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 2. The primary diagnosis (coded as first three digits of ICD9): 491. The secondary diagnosis (coded as first three digits of ICD9): 550. Additional secondary diagnosis (coded as first three digits of ICD9): 401. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: Steady. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: Steady. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
63,406,152
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [50-60). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 2. Payer code: HM. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 55. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 13. Number of outpatient visits of the patient in the year preceding the encounter: 5. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 434. The secondary diagnosis (coded as first three digits of ICD9): 693. Additional secondary diagnosis (coded as first three digits of ICD9): 433. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Up. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
92,919,915
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: AfricanAmerican. Gender: Female. Age: [50-60). Weight (pounds): ?. admission type: Elective. discharge disposition: Discharged/transferred to another short term hospital. admission_source: Physician Referral. Number of days between admission and discharge: 7. Payer code: SP. Medical speciality of the admitting physician: Emergency/Trauma. Number of lab tests performed during the encounter: 62. Number of procedures (other than lab tests) performed during the encounter: 1. Number of medications administered during the encounter: 13. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 2. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 296. The secondary diagnosis (coded as first three digits of ICD9): 305. Additional secondary diagnosis (coded as first three digits of ICD9): 250.6. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: >8. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: Steady. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Up. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:<30 days. </s>
126,525,875
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [70-80). Weight (pounds): ?. admission type: Elective. discharge disposition: Discharged/transferred to another rehab fac including rehab units of a hospital .. admission_source: Physician Referral. Number of days between admission and discharge: 6. Payer code: MC. Medical speciality of the admitting physician: Orthopedics. Number of lab tests performed during the encounter: 38. Number of procedures (other than lab tests) performed during the encounter: 2. Number of medications administered during the encounter: 18. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 996. The secondary diagnosis (coded as first three digits of ICD9): 820. Additional secondary diagnosis (coded as first three digits of ICD9): 733. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: No'. [/INST] Classification:NO. </s>
43,878,951
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [40-50). Weight (pounds): ?. admission type: Elective. discharge disposition: Discharged to home. admission_source: Physician Referral. Number of days between admission and discharge: 2. Payer code: CP. Medical speciality of the admitting physician: Radiologist. Number of lab tests performed during the encounter: 19. Number of procedures (other than lab tests) performed during the encounter: 6. Number of medications administered during the encounter: 15. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 414. The secondary diagnosis (coded as first three digits of ICD9): 996. Additional secondary diagnosis (coded as first three digits of ICD9): 753. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
123,227,060
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [80-90). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to another short term hospital. admission_source: Emergency Room. Number of days between admission and discharge: 4. Payer code: ?. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 45. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 16. Number of outpatient visits of the patient in the year preceding the encounter: 1. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 414. The secondary diagnosis (coded as first three digits of ICD9): 411. Additional secondary diagnosis (coded as first three digits of ICD9): 412. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: Steady. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
141,498,050
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [70-80). Weight (pounds): ?. admission type: Elective. discharge disposition: Hospice / medical facility. admission_source: Physician Referral. Number of days between admission and discharge: 4. Payer code: CM. Medical speciality of the admitting physician: InternalMedicine. Number of lab tests performed during the encounter: 2. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 7. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 157. The secondary diagnosis (coded as first three digits of ICD9): V66. Additional secondary diagnosis (coded as first three digits of ICD9): 250.02. Number of diagnosis: 8. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Down. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
86,023,188
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [80-90). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 6. Payer code: CP. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 38. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 17. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 1. The primary diagnosis (coded as first three digits of ICD9): 404. The secondary diagnosis (coded as first three digits of ICD9): 511. Additional secondary diagnosis (coded as first three digits of ICD9): 585. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Down. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
88,530,390
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [70-80). Weight (pounds): ?. admission type: Urgent. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 2. Payer code: MC. Medical speciality of the admitting physician: Emergency/Trauma. Number of lab tests performed during the encounter: 1. Number of procedures (other than lab tests) performed during the encounter: 5. Number of medications administered during the encounter: 9. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 1. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 435. The secondary diagnosis (coded as first three digits of ICD9): 427. Additional secondary diagnosis (coded as first three digits of ICD9): 427. Number of diagnosis: 6. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: Steady. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
85,509,108
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [70-80). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to SNF. admission_source: Emergency Room. Number of days between admission and discharge: 5. Payer code: CP. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 63. Number of procedures (other than lab tests) performed during the encounter: 1. Number of medications administered during the encounter: 23. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 996. The secondary diagnosis (coded as first three digits of ICD9): 707. Additional secondary diagnosis (coded as first three digits of ICD9): 780. Number of diagnosis: 15. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: No'. [/INST] Classification:>30 days. </s>
126,011,606
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [80-90). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 3. Payer code: MC. Medical speciality of the admitting physician: Radiologist. Number of lab tests performed during the encounter: 44. Number of procedures (other than lab tests) performed during the encounter: 2. Number of medications administered during the encounter: 19. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 427. The secondary diagnosis (coded as first three digits of ICD9): 414. Additional secondary diagnosis (coded as first three digits of ICD9): V45. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: Steady. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
31,352,391
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Hispanic. Gender: Male. Age: [30-40). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 9. Payer code: HM. Medical speciality of the admitting physician: Family/GeneralPractice. Number of lab tests performed during the encounter: 73. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 11. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 577. The secondary diagnosis (coded as first three digits of ICD9): 303. Additional secondary diagnosis (coded as first three digits of ICD9): 250. Number of diagnosis: 4. Max_glu_serum test result: None. A1Cresult test result: >8. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
98,403,552
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [80-90). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to SNF. admission_source: Emergency Room. Number of days between admission and discharge: 5. Payer code: MC. Medical speciality of the admitting physician: Emergency/Trauma. Number of lab tests performed during the encounter: 66. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 24. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 3. The primary diagnosis (coded as first three digits of ICD9): 491. The secondary diagnosis (coded as first three digits of ICD9): 584. Additional secondary diagnosis (coded as first three digits of ICD9): 250. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Down. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
141,346,535
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [50-60). Weight (pounds): ?. admission type: Elective. discharge disposition: Discharged to home. admission_source: Physician Referral. Number of days between admission and discharge: 1. Payer code: PO. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 4. Number of procedures (other than lab tests) performed during the encounter: 6. Number of medications administered during the encounter: 21. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 414. The secondary diagnosis (coded as first three digits of ICD9): 250. Additional secondary diagnosis (coded as first three digits of ICD9): 401. Number of diagnosis: 8. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: Steady. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
93,675,141
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: AfricanAmerican. Gender: Female. Age: [50-60). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 4. Payer code: BC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 39. Number of procedures (other than lab tests) performed during the encounter: 1. Number of medications administered during the encounter: 16. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 250.82. The secondary diagnosis (coded as first three digits of ICD9): 566. Additional secondary diagnosis (coded as first three digits of ICD9): 428. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: Steady. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Down. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
34,751,961
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [20-30). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 4. Payer code: SP. Medical speciality of the admitting physician: Emergency/Trauma. Number of lab tests performed during the encounter: 85. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 15. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 250.13. The secondary diagnosis (coded as first three digits of ICD9): 276. Additional secondary diagnosis (coded as first three digits of ICD9): 276. Number of diagnosis: 5. Max_glu_serum test result: None. A1Cresult test result: >8. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Up. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
86,215,806
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [70-80). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to ICF. admission_source: Emergency Room. Number of days between admission and discharge: 4. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 9. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 14. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 1. The primary diagnosis (coded as first three digits of ICD9): 276. The secondary diagnosis (coded as first three digits of ICD9): 238. Additional secondary diagnosis (coded as first three digits of ICD9): 782. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: Steady. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:<30 days. </s>
94,512,843
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [50-60). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to home with home health service. admission_source: Emergency Room. Number of days between admission and discharge: 3. Payer code: MD. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 35. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 23. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 1. The primary diagnosis (coded as first three digits of ICD9): 403. The secondary diagnosis (coded as first three digits of ICD9): 584. Additional secondary diagnosis (coded as first three digits of ICD9): 730. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:<30 days. </s>
55,146,366
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: AfricanAmerican. Gender: Female. Age: [50-60). Weight (pounds): ?. admission type: nan. discharge disposition: Discharged/transferred to home with home health service. admission_source: nan. Number of days between admission and discharge: 4. Payer code: ?. Medical speciality of the admitting physician: Cardiology. Number of lab tests performed during the encounter: 38. Number of procedures (other than lab tests) performed during the encounter: 2. Number of medications administered during the encounter: 22. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 2. The primary diagnosis (coded as first three digits of ICD9): 428. The secondary diagnosis (coded as first three digits of ICD9): 682. Additional secondary diagnosis (coded as first three digits of ICD9): 786. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Down. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
49,520,538
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [30-40). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 2. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 67. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 9. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 250.13. The secondary diagnosis (coded as first three digits of ICD9): 250.53. Additional secondary diagnosis (coded as first three digits of ICD9): 362. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: Norm. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Down. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
79,902,171
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [90-100). Weight (pounds): ?. admission type: Emergency. discharge disposition: Hospice / home. admission_source: Emergency Room. Number of days between admission and discharge: 3. Payer code: CP. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 46. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 11. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 1. The primary diagnosis (coded as first three digits of ICD9): 482. The secondary diagnosis (coded as first three digits of ICD9): 584. Additional secondary diagnosis (coded as first three digits of ICD9): 294. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: No'. [/INST] Classification:NO. </s>
35,047,287
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [60-70). Weight (pounds): ?. admission type: Urgent. discharge disposition: Discharged/transferred to another short term hospital. admission_source: Emergency Room. Number of days between admission and discharge: 4. Payer code: CM. Medical speciality of the admitting physician: Emergency/Trauma. Number of lab tests performed during the encounter: 64. Number of procedures (other than lab tests) performed during the encounter: 4. Number of medications administered during the encounter: 23. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 428. The secondary diagnosis (coded as first three digits of ICD9): 427. Additional secondary diagnosis (coded as first three digits of ICD9): 250.6. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: >8. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Up. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:<30 days. </s>
91,200,537
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: AfricanAmerican. Gender: Female. Age: [90-100). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to SNF. admission_source: Emergency Room. Number of days between admission and discharge: 6. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 60. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 20. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 1. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 427. The secondary diagnosis (coded as first three digits of ICD9): 428. Additional secondary diagnosis (coded as first three digits of ICD9): 410. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: No'. [/INST] Classification:NO. </s>
106,305,318
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [80-90). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to SNF. admission_source: Emergency Room. Number of days between admission and discharge: 4. Payer code: HM. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 44. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 17. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 2. The primary diagnosis (coded as first three digits of ICD9): 599. The secondary diagnosis (coded as first three digits of ICD9): 781. Additional secondary diagnosis (coded as first three digits of ICD9): 564. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: No'. [/INST] Classification:NO. </s>
91,310,220
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [80-90). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to SNF. admission_source: Emergency Room. Number of days between admission and discharge: 4. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 53. Number of procedures (other than lab tests) performed during the encounter: 2. Number of medications administered during the encounter: 24. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 1. The primary diagnosis (coded as first three digits of ICD9): 820. The secondary diagnosis (coded as first three digits of ICD9): 285. Additional secondary diagnosis (coded as first three digits of ICD9): 599. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: Steady. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
71,186,301
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [80-90). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to home with home health service. admission_source: Emergency Room. Number of days between admission and discharge: 4. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 43. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 20. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 3. The primary diagnosis (coded as first three digits of ICD9): 428. The secondary diagnosis (coded as first three digits of ICD9): 425. Additional secondary diagnosis (coded as first three digits of ICD9): 276. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: Steady. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:<30 days. </s>
101,236,581
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [80-90). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 2. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 54. Number of procedures (other than lab tests) performed during the encounter: 1. Number of medications administered during the encounter: 10. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 3. The primary diagnosis (coded as first three digits of ICD9): 398. The secondary diagnosis (coded as first three digits of ICD9): 284. Additional secondary diagnosis (coded as first three digits of ICD9): 416. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
38,686,185
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: ?. Gender: Male. Age: [70-80). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to SNF. admission_source: Emergency Room. Number of days between admission and discharge: 5. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 57. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 19. Number of outpatient visits of the patient in the year preceding the encounter: 2. Number of emergency visits of the patient in the year preceding the encounter: 1. Number of inpatient visits of the patient in the year preceding the encounter: 2. The primary diagnosis (coded as first three digits of ICD9): 428. The secondary diagnosis (coded as first three digits of ICD9): 404. Additional secondary diagnosis (coded as first three digits of ICD9): 276. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Down. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
125,535,857
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [10-20). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 3. Payer code: ?. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 44. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 10. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 250.13. The secondary diagnosis (coded as first three digits of ICD9): 287. Additional secondary diagnosis (coded as first three digits of ICD9): E849. Number of diagnosis: 7. Max_glu_serum test result: None. A1Cresult test result: >8. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Up. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
54,363,114
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [80-90). Weight (pounds): ?. admission type: Emergency. discharge disposition: Expired. admission_source: Emergency Room. Number of days between admission and discharge: 4. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 41. Number of procedures (other than lab tests) performed during the encounter: 3. Number of medications administered during the encounter: 25. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 1. The primary diagnosis (coded as first three digits of ICD9): 410. The secondary diagnosis (coded as first three digits of ICD9): 585. Additional secondary diagnosis (coded as first three digits of ICD9): 518. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Up. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
107,063,217
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [60-70). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to home with home health service. admission_source: Emergency Room. Number of days between admission and discharge: 1. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 51. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 12. Number of outpatient visits of the patient in the year preceding the encounter: 2. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 2. The primary diagnosis (coded as first three digits of ICD9): 431. The secondary diagnosis (coded as first three digits of ICD9): 584. Additional secondary diagnosis (coded as first three digits of ICD9): 250. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Up. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
75,664,143
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [70-80). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 3. Payer code: ?. Medical speciality of the admitting physician: InternalMedicine. Number of lab tests performed during the encounter: 66. Number of procedures (other than lab tests) performed during the encounter: 1. Number of medications administered during the encounter: 18. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 1. The primary diagnosis (coded as first three digits of ICD9): 414. The secondary diagnosis (coded as first three digits of ICD9): 425. Additional secondary diagnosis (coded as first three digits of ICD9): 466. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: >7. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: Steady. tolbutamide dosage change: No. pioglitazone dosage change: Steady. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
141,379,232
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [50-60). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to SNF. admission_source: Emergency Room. Number of days between admission and discharge: 5. Payer code: CP. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 39. Number of procedures (other than lab tests) performed during the encounter: 2. Number of medications administered during the encounter: 28. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 823. The secondary diagnosis (coded as first three digits of ICD9): 891. Additional secondary diagnosis (coded as first three digits of ICD9): E818. Number of diagnosis: 7. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: Steady. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
44,735,553
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [50-60). Weight (pounds): ?. admission type: Elective. discharge disposition: Discharged/transferred to SNF. admission_source: Physician Referral. Number of days between admission and discharge: 6. Payer code: OG. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 38. Number of procedures (other than lab tests) performed during the encounter: 3. Number of medications administered during the encounter: 31. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 174. The secondary diagnosis (coded as first three digits of ICD9): 196. Additional secondary diagnosis (coded as first three digits of ICD9): 285. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: Steady. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
29,401,542
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: AfricanAmerican. Gender: Male. Age: [60-70). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 1. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 28. Number of procedures (other than lab tests) performed during the encounter: 1. Number of medications administered during the encounter: 24. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 4. The primary diagnosis (coded as first three digits of ICD9): 786. The secondary diagnosis (coded as first three digits of ICD9): 414. Additional secondary diagnosis (coded as first three digits of ICD9): 585. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: Steady. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
100,677,726
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: AfricanAmerican. Gender: Female. Age: [80-90). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to SNF. admission_source: Emergency Room. Number of days between admission and discharge: 7. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 60. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 17. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 1. Number of inpatient visits of the patient in the year preceding the encounter: 1. The primary diagnosis (coded as first three digits of ICD9): 491. The secondary diagnosis (coded as first three digits of ICD9): 707. Additional secondary diagnosis (coded as first three digits of ICD9): 250. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: No'. [/INST] Classification:>30 days. </s>
92,586,510
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [60-70). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 5. Payer code: HM. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 3. Number of procedures (other than lab tests) performed during the encounter: 3. Number of medications administered during the encounter: 12. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 2. The primary diagnosis (coded as first three digits of ICD9): 280. The secondary diagnosis (coded as first three digits of ICD9): 438. Additional secondary diagnosis (coded as first three digits of ICD9): 250. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: Steady. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
160,248,038
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [40-50). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 3. Payer code: SP. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 62. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 14. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 250.1. The secondary diagnosis (coded as first three digits of ICD9): 401. Additional secondary diagnosis (coded as first three digits of ICD9): 272. Number of diagnosis: 8. Max_glu_serum test result: None. A1Cresult test result: >8. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Down. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
109,990,548
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [70-80). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to another short term hospital. admission_source: Emergency Room. Number of days between admission and discharge: 1. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 1. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 5. Number of outpatient visits of the patient in the year preceding the encounter: 3. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 786. The secondary diagnosis (coded as first three digits of ICD9): 250. Additional secondary diagnosis (coded as first three digits of ICD9): 414. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: >8. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
147,936,164
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: ?. Gender: Male. Age: [50-60). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to home with home health service. admission_source: Emergency Room. Number of days between admission and discharge: 13. Payer code: SP. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 74. Number of procedures (other than lab tests) performed during the encounter: 6. Number of medications administered during the encounter: 64. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 414. The secondary diagnosis (coded as first three digits of ICD9): 357. Additional secondary diagnosis (coded as first three digits of ICD9): 250.6. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Down. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
93,806,559
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Other. Gender: Male. Age: [70-80). Weight (pounds): ?. admission type: Urgent. discharge disposition: Discharged/transferred to SNF. admission_source: Emergency Room. Number of days between admission and discharge: 8. Payer code: SP. Medical speciality of the admitting physician: Emergency/Trauma. Number of lab tests performed during the encounter: 67. Number of procedures (other than lab tests) performed during the encounter: 3. Number of medications administered during the encounter: 35. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 1. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 574. The secondary diagnosis (coded as first three digits of ICD9): 250.5. Additional secondary diagnosis (coded as first three digits of ICD9): 276. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Down. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
182,499,863
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [50-60). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to SNF. admission_source: Emergency Room. Number of days between admission and discharge: 9. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 81. Number of procedures (other than lab tests) performed during the encounter: 6. Number of medications administered during the encounter: 28. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 518. The secondary diagnosis (coded as first three digits of ICD9): 410. Additional secondary diagnosis (coded as first three digits of ICD9): 491. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: Norm. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
99,489,339
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [70-80). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 2. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 48. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 18. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 428. The secondary diagnosis (coded as first three digits of ICD9): 414. Additional secondary diagnosis (coded as first three digits of ICD9): 278. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
162,949,523
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [10-20). Weight (pounds): ?. admission type: Emergency. discharge disposition: Left AMA. admission_source: Emergency Room. Number of days between admission and discharge: 1. Payer code: ?. Medical speciality of the admitting physician: InternalMedicine. Number of lab tests performed during the encounter: 59. Number of procedures (other than lab tests) performed during the encounter: 6. Number of medications administered during the encounter: 9. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 1. The primary diagnosis (coded as first three digits of ICD9): 250.13. The secondary diagnosis (coded as first three digits of ICD9): ?. Additional secondary diagnosis (coded as first three digits of ICD9): ?. Number of diagnosis: 1. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Up. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
106,722,468
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [70-80). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to SNF. admission_source: Emergency Room. Number of days between admission and discharge: 6. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 40. Number of procedures (other than lab tests) performed during the encounter: 1. Number of medications administered during the encounter: 18. Number of outpatient visits of the patient in the year preceding the encounter: 9. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 599. The secondary diagnosis (coded as first three digits of ICD9): 584. Additional secondary diagnosis (coded as first three digits of ICD9): 276. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Up. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
40,181,832
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [70-80). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 3. Payer code: BC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 58. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 19. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 486. The secondary diagnosis (coded as first three digits of ICD9): 428. Additional secondary diagnosis (coded as first three digits of ICD9): 428. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: Steady. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Up. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
98,476,776
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [60-70). Weight (pounds): [150-175). admission type: Elective. discharge disposition: Discharged/transferred to home with home health service. admission_source: Physician Referral. Number of days between admission and discharge: 3. Payer code: UN. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 41. Number of procedures (other than lab tests) performed during the encounter: 1. Number of medications administered during the encounter: 13. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 715. The secondary diagnosis (coded as first three digits of ICD9): 250. Additional secondary diagnosis (coded as first three digits of ICD9): 401. Number of diagnosis: 7. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: Steady. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
105,807,996
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: AfricanAmerican. Gender: Male. Age: [60-70). Weight (pounds): ?. admission type: nan. discharge disposition: Discharged/transferred to home with home health service. admission_source: nan. Number of days between admission and discharge: 7. Payer code: ?. Medical speciality of the admitting physician: Family/GeneralPractice. Number of lab tests performed during the encounter: 91. Number of procedures (other than lab tests) performed during the encounter: 4. Number of medications administered during the encounter: 23. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 518. The secondary diagnosis (coded as first three digits of ICD9): 411. Additional secondary diagnosis (coded as first three digits of ICD9): 327. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: Steady. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
14,701,734
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [70-80). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 12. Payer code: ?. Medical speciality of the admitting physician: Surgery-Thoracic. Number of lab tests performed during the encounter: 72. Number of procedures (other than lab tests) performed during the encounter: 6. Number of medications administered during the encounter: 26. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 428. The secondary diagnosis (coded as first three digits of ICD9): 38. Additional secondary diagnosis (coded as first three digits of ICD9): 491. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: Steady. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
60,201,405
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Hispanic. Gender: Male. Age: [30-40). Weight (pounds): ?. admission type: Elective. discharge disposition: Discharged/transferred to SNF. admission_source: Physician Referral. Number of days between admission and discharge: 5. Payer code: MD. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 1. Number of procedures (other than lab tests) performed during the encounter: 1. Number of medications administered during the encounter: 23. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 348. The secondary diagnosis (coded as first three digits of ICD9): 344. Additional secondary diagnosis (coded as first three digits of ICD9): 907. Number of diagnosis: 7. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: Steady. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: Steady. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
69,505,299
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [70-80). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 2. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 33. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 16. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 530. The secondary diagnosis (coded as first three digits of ICD9): 250.6. Additional secondary diagnosis (coded as first three digits of ICD9): 427. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Down. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:<30 days. </s>
84,391,839
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [30-40). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 5. Payer code: HM. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 47. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 31. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 2. The primary diagnosis (coded as first three digits of ICD9): 250.82. The secondary diagnosis (coded as first three digits of ICD9): 730. Additional secondary diagnosis (coded as first three digits of ICD9): 707. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: >8. Metformin dosage change: Steady. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
174,477,542
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [70-80). Weight (pounds): ?. admission type: Elective. discharge disposition: Discharged to home. admission_source: Physician Referral. Number of days between admission and discharge: 4. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 35. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 14. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 276. The secondary diagnosis (coded as first three digits of ICD9): 466. Additional secondary diagnosis (coded as first three digits of ICD9): 401. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: Steady. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
124,767,527
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [50-60). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 4. Payer code: ?. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 29. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 16. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 250. The secondary diagnosis (coded as first three digits of ICD9): 276. Additional secondary diagnosis (coded as first three digits of ICD9): 276. Number of diagnosis: 7. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: Steady. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: Steady. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Up. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
178,662,695
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: ?. Gender: Female. Age: [70-80). Weight (pounds): ?. admission type: Urgent. discharge disposition: Discharged to home. admission_source: Physician Referral. Number of days between admission and discharge: 4. Payer code: SP. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 41. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 13. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 491. The secondary diagnosis (coded as first three digits of ICD9): 250. Additional secondary diagnosis (coded as first three digits of ICD9): 272. Number of diagnosis: 6. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: Steady. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:<30 days. </s>
174,755,165
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [80-90). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 6. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 51. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 17. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 491. The secondary diagnosis (coded as first three digits of ICD9): 403. Additional secondary diagnosis (coded as first three digits of ICD9): 585. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: Steady. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
40,935,762
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [70-80). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 6. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 26. Number of procedures (other than lab tests) performed during the encounter: 5. Number of medications administered during the encounter: 27. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 5. The primary diagnosis (coded as first three digits of ICD9): 578. The secondary diagnosis (coded as first three digits of ICD9): 585. Additional secondary diagnosis (coded as first three digits of ICD9): 425. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: Steady. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
106,595,208
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [70-80). Weight (pounds): ?. admission type: Urgent. discharge disposition: Discharged/transferred to home with home health service. admission_source: Emergency Room. Number of days between admission and discharge: 6. Payer code: MC. Medical speciality of the admitting physician: Emergency/Trauma. Number of lab tests performed during the encounter: 46. Number of procedures (other than lab tests) performed during the encounter: 5. Number of medications administered during the encounter: 14. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 1. The primary diagnosis (coded as first three digits of ICD9): 575. The secondary diagnosis (coded as first three digits of ICD9): 577. Additional secondary diagnosis (coded as first three digits of ICD9): 250. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: Norm. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Up. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
90,751,788
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [60-70). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to SNF. admission_source: Emergency Room. Number of days between admission and discharge: 8. Payer code: HM. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 54. Number of procedures (other than lab tests) performed during the encounter: 1. Number of medications administered during the encounter: 20. Number of outpatient visits of the patient in the year preceding the encounter: 1. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 1. The primary diagnosis (coded as first three digits of ICD9): 590. The secondary diagnosis (coded as first three digits of ICD9): 564. Additional secondary diagnosis (coded as first three digits of ICD9): 250.8. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
125,764,160
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [40-50). Weight (pounds): ?. admission type: Elective. discharge disposition: Discharged to home. admission_source: Physician Referral. Number of days between admission and discharge: 4. Payer code: CP. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 50. Number of procedures (other than lab tests) performed during the encounter: 4. Number of medications administered during the encounter: 25. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 182. The secondary diagnosis (coded as first three digits of ICD9): V85. Additional secondary diagnosis (coded as first three digits of ICD9): 285. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: Steady. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
95,780,439
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [70-80). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 1. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 37. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 10. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 2. The primary diagnosis (coded as first three digits of ICD9): 275. The secondary diagnosis (coded as first three digits of ICD9): 250. Additional secondary diagnosis (coded as first three digits of ICD9): 401. Number of diagnosis: 7. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: Steady. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
30,656,952
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: AfricanAmerican. Gender: Male. Age: [70-80). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 1. Payer code: HM. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 32. Number of procedures (other than lab tests) performed during the encounter: 6. Number of medications administered during the encounter: 14. Number of outpatient visits of the patient in the year preceding the encounter: 2. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 2. The primary diagnosis (coded as first three digits of ICD9): 414. The secondary diagnosis (coded as first three digits of ICD9): 401. Additional secondary diagnosis (coded as first three digits of ICD9): 250. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
58,160,520
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: AfricanAmerican. Gender: Male. Age: [90-100). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to SNF. admission_source: Emergency Room. Number of days between admission and discharge: 4. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 21. Number of procedures (other than lab tests) performed during the encounter: 1. Number of medications administered during the encounter: 8. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 1. The primary diagnosis (coded as first three digits of ICD9): 820. The secondary diagnosis (coded as first three digits of ICD9): 427. Additional secondary diagnosis (coded as first three digits of ICD9): 276. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: No'. [/INST] Classification:NO. </s>
52,419,276
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [70-80). Weight (pounds): ?. admission type: Urgent. discharge disposition: Discharged/transferred to home with home health service. admission_source: Clinic Referral. Number of days between admission and discharge: 4. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 43. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 10. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 250.8. The secondary diagnosis (coded as first three digits of ICD9): 682. Additional secondary diagnosis (coded as first three digits of ICD9): 924. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: >8. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: Up. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
47,293,812
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [80-90). Weight (pounds): ?. admission type: Emergency. discharge disposition: Hospice / home. admission_source: Emergency Room. Number of days between admission and discharge: 3. Payer code: MC. Medical speciality of the admitting physician: Emergency/Trauma. Number of lab tests performed during the encounter: 45. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 26. Number of outpatient visits of the patient in the year preceding the encounter: 1. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 1. The primary diagnosis (coded as first three digits of ICD9): 486. The secondary diagnosis (coded as first three digits of ICD9): 276. Additional secondary diagnosis (coded as first three digits of ICD9): 428. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: Up. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: Steady. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Down. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
43,686,936
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [80-90). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 1. Payer code: SP. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 49. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 12. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 427. The secondary diagnosis (coded as first three digits of ICD9): 428. Additional secondary diagnosis (coded as first three digits of ICD9): 428. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: No'. [/INST] Classification:NO. </s>
183,766,055
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [50-60). Weight (pounds): ?. admission type: Urgent. discharge disposition: Discharged to home. admission_source: Physician Referral. Number of days between admission and discharge: 3. Payer code: BC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 57. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 7. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 1. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 682. The secondary diagnosis (coded as first three digits of ICD9): 250. Additional secondary diagnosis (coded as first three digits of ICD9): 402. Number of diagnosis: 3. Max_glu_serum test result: None. A1Cresult test result: >8. Metformin dosage change: Steady. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: Steady. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
89,955,270
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [70-80). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 4. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 2. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 7. Number of outpatient visits of the patient in the year preceding the encounter: 1. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 427. The secondary diagnosis (coded as first three digits of ICD9): 427. Additional secondary diagnosis (coded as first three digits of ICD9): 250. Number of diagnosis: 5. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: Steady. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:<30 days. </s>
33,230,016
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [70-80). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to another rehab fac including rehab units of a hospital .. admission_source: Emergency Room. Number of days between admission and discharge: 8. Payer code: MC. Medical speciality of the admitting physician: InternalMedicine. Number of lab tests performed during the encounter: 51. Number of procedures (other than lab tests) performed during the encounter: 6. Number of medications administered during the encounter: 19. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 410. The secondary diagnosis (coded as first three digits of ICD9): 311. Additional secondary diagnosis (coded as first three digits of ICD9): 250. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: >7. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
189,481,478
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [40-50). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to ICF. admission_source: Emergency Room. Number of days between admission and discharge: 14. Payer code: MD. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 69. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 16. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 295. The secondary diagnosis (coded as first three digits of ICD9): 305. Additional secondary diagnosis (coded as first three digits of ICD9): 250. Number of diagnosis: 5. Max_glu_serum test result: None. A1Cresult test result: >7. Metformin dosage change: Up. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: Steady. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Down. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
106,392,411
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [70-80). Weight (pounds): ?. admission type: Elective. discharge disposition: Discharged/transferred to home with home health service. admission_source: Physician Referral. Number of days between admission and discharge: 3. Payer code: MC. Medical speciality of the admitting physician: Orthopedics. Number of lab tests performed during the encounter: 27. Number of procedures (other than lab tests) performed during the encounter: 1. Number of medications administered during the encounter: 29. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 1. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 715. The secondary diagnosis (coded as first three digits of ICD9): 401. Additional secondary diagnosis (coded as first three digits of ICD9): 250. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: Norm. Metformin dosage change: Steady. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: Steady. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
175,326,800
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [70-80). Weight (pounds): ?. admission type: Elective. discharge disposition: Discharged/transferred to home with home health service. admission_source: Physician Referral. Number of days between admission and discharge: 13. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 77. Number of procedures (other than lab tests) performed during the encounter: 6. Number of medications administered during the encounter: 65. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 424. The secondary diagnosis (coded as first three digits of ICD9): 429. Additional secondary diagnosis (coded as first three digits of ICD9): 486. Number of diagnosis: 16. Max_glu_serum test result: None. A1Cresult test result: Norm. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Up. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
139,605,341
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Other. Gender: Female. Age: [40-50). Weight (pounds): ?. admission type: Elective. discharge disposition: Discharged to home. admission_source: Physician Referral. Number of days between admission and discharge: 3. Payer code: HM. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 13. Number of procedures (other than lab tests) performed during the encounter: 1. Number of medications administered during the encounter: 5. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 348. The secondary diagnosis (coded as first three digits of ICD9): 784. Additional secondary diagnosis (coded as first three digits of ICD9): 782. Number of diagnosis: 8. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: Steady. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: Steady. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
184,875,899
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Other. Gender: Male. Age: [40-50). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 13. Payer code: ?. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 51. Number of procedures (other than lab tests) performed during the encounter: 2. Number of medications administered during the encounter: 13. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 250.8. The secondary diagnosis (coded as first three digits of ICD9): 730. Additional secondary diagnosis (coded as first three digits of ICD9): 731. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: Steady. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Down. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
183,087,545
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [70-80). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 9. Payer code: ?. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 50. Number of procedures (other than lab tests) performed during the encounter: 2. Number of medications administered during the encounter: 33. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 574. The secondary diagnosis (coded as first three digits of ICD9): 574. Additional secondary diagnosis (coded as first three digits of ICD9): 250.02. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: >7. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: Up. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
188,574,944
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Other. Gender: Female. Age: [40-50). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 14. Payer code: MD. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 73. Number of procedures (other than lab tests) performed during the encounter: 6. Number of medications administered during the encounter: 26. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 1. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 592. The secondary diagnosis (coded as first three digits of ICD9): 599. Additional secondary diagnosis (coded as first three digits of ICD9): 518. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: >8. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: Steady. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Up. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
140,199,494
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Other. Gender: Female. Age: [60-70). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 2. Payer code: MD. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 46. Number of procedures (other than lab tests) performed during the encounter: 6. Number of medications administered during the encounter: 17. Number of outpatient visits of the patient in the year preceding the encounter: 1. Number of emergency visits of the patient in the year preceding the encounter: 1. Number of inpatient visits of the patient in the year preceding the encounter: 1. The primary diagnosis (coded as first three digits of ICD9): 996. The secondary diagnosis (coded as first three digits of ICD9): 585. Additional secondary diagnosis (coded as first three digits of ICD9): 403. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
181,593,374
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [70-80). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 5. Payer code: ?. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 21. Number of procedures (other than lab tests) performed during the encounter: 1. Number of medications administered during the encounter: 16. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 1. The primary diagnosis (coded as first three digits of ICD9): 491. The secondary diagnosis (coded as first three digits of ICD9): 518. Additional secondary diagnosis (coded as first three digits of ICD9): 511. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
120,975,314
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [80-90). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 5. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 76. Number of procedures (other than lab tests) performed during the encounter: 1. Number of medications administered during the encounter: 22. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 1. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 292. The secondary diagnosis (coded as first three digits of ICD9): 8. Additional secondary diagnosis (coded as first three digits of ICD9): 304. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Up. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
86,472,243
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [80-90). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 1. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 1. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 15. Number of outpatient visits of the patient in the year preceding the encounter: 3. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 435. The secondary diagnosis (coded as first three digits of ICD9): 784. Additional secondary diagnosis (coded as first three digits of ICD9): 250. Number of diagnosis: 7. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Up. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
100,162,476
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: AfricanAmerican. Gender: Male. Age: [70-80). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to SNF. admission_source: Emergency Room. Number of days between admission and discharge: 3. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 51. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 16. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 250.13. The secondary diagnosis (coded as first three digits of ICD9): 291. Additional secondary diagnosis (coded as first three digits of ICD9): 458. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: >8. Metformin dosage change: Steady. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Down. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:>30 days. </s>
74,694,222
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: AfricanAmerican. Gender: Female. Age: [80-90). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged/transferred to ICF. admission_source: Transfer from a Skilled Nursing Facility (SNF). Number of days between admission and discharge: 5. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 33. Number of procedures (other than lab tests) performed during the encounter: 3. Number of medications administered during the encounter: 18. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 1. The primary diagnosis (coded as first three digits of ICD9): 560. The secondary diagnosis (coded as first three digits of ICD9): 276. Additional secondary diagnosis (coded as first three digits of ICD9): 787. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Steady. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
41,088,789
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [70-80). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 1. Payer code: MC. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 53. Number of procedures (other than lab tests) performed during the encounter: 0. Number of medications administered during the encounter: 9. Number of outpatient visits of the patient in the year preceding the encounter: 1. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 38. The secondary diagnosis (coded as first three digits of ICD9): 590. Additional secondary diagnosis (coded as first three digits of ICD9): 296. Number of diagnosis: 13. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: Steady. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Down. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
31,693,671
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Female. Age: [80-90). Weight (pounds): ?. admission type: Urgent. discharge disposition: Discharged/transferred to SNF. admission_source: Emergency Room. Number of days between admission and discharge: 10. Payer code: MC. Medical speciality of the admitting physician: Surgery-General. Number of lab tests performed during the encounter: 45. Number of procedures (other than lab tests) performed during the encounter: 2. Number of medications administered during the encounter: 21. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 1. The primary diagnosis (coded as first three digits of ICD9): 996. The secondary diagnosis (coded as first three digits of ICD9): 285. Additional secondary diagnosis (coded as first three digits of ICD9): 998. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: Steady. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: Steady. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: Up. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: Ch. Any diabetic medicine prescribed: Yes'. [/INST] Classification:NO. </s>
175,429,310
<s>[INST] Based on the patient context provided, classify the readmission risk as 'NO', '>30 days', or '<30 days': 'Patient's context Race: Caucasian. Gender: Male. Age: [70-80). Weight (pounds): ?. admission type: Emergency. discharge disposition: Discharged to home. admission_source: Emergency Room. Number of days between admission and discharge: 6. Payer code: ?. Medical speciality of the admitting physician: ?. Number of lab tests performed during the encounter: 13. Number of procedures (other than lab tests) performed during the encounter: 3. Number of medications administered during the encounter: 3. Number of outpatient visits of the patient in the year preceding the encounter: 0. Number of emergency visits of the patient in the year preceding the encounter: 0. Number of inpatient visits of the patient in the year preceding the encounter: 0. The primary diagnosis (coded as first three digits of ICD9): 530. The secondary diagnosis (coded as first three digits of ICD9): 530. Additional secondary diagnosis (coded as first three digits of ICD9): 787. Number of diagnosis: 9. Max_glu_serum test result: None. A1Cresult test result: None. Metformin dosage change: No. Repaglinide dosage change: No. nateglinide dosage change: No. chlorpropamide dosage change: No. glimepiride dosage change: No. acetohexamide dosage change: No. glipizide dosage change: No. glyburide dosage change: No. tolbutamide dosage change: No. pioglitazone dosage change: No. rosiglitazone dosage change: No. acarbose dosage change: No. miglitol dosage change: No. troglitazone dosage change: No. tolazamide dosage change: No. examide dosage change: No. citoglipton dosage change: No. insulin dosage change: No. glyburide-metformin dosage change: No. glipizide-metformin dosage change: No. glimepiride-pioglitazone dosage change: No. metformin-rosiglitazone dosage change: No. metformin-pioglitazone dosage change: No. Change in diabetic medication dosage: No. Any diabetic medicine prescribed: No'. [/INST] Classification:NO. </s>