prompt: You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step.
  
  This user's historical interactions: Movie 1193:One Flew Over the Cuckoo's Nest (Genres: Drama; Language: en; Overview: Randle McMurphy inspires mental hospital patients to rebel against Ratched.), Movie 1304:Butch Cassidy and the Sundance Kid (Genres: History, Drama, Western, Crime; Language: en; Overview: Butch Cassidy and Sundance Kid flee to South America from law.), Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.), Movie 3317:Wonder Boys (Genres: Comedy, Drama; Language: en; Overview: Grady, an unproductive professor, faces misadventures with a young author.), Movie 3421:Animal House (Genres: Comedy; Language: en; Overview: Dean Wormer aims to expel Delta Tau Chi; they resist.), Movie 3507:The Odd Couple (Genres: Comedy; Language: en; Overview: Felix moves in with messy Oscar after his divorce.), Movie 3569:The Idiots (Genres: Drama, Comedy; Language: da; Overview: Lars von Trier explores inner selves through innovative documentary-style filmmaking.), Movie 3613:Things Change (Genres: Drama, Comedy, Crime; Language: en; Overview: Mafia henchman and shoe repairman become unlikely friends in danger.), Movie 3868:The Naked Gun: From the Files of Police Squad! (Genres: Comedy, Crime; Language: en; Overview: Officer Frank Drebin uncovers assassination plot against Queen Elizabeth.), Movie 3893:Nurse Betty (Genres: Comedy, Crime, Thriller; Language: en; Overview: Betty lives in an alternate reality, embracing imaginary love.)
  There are 10 Candidates for recommendation: Movie 3363:American Graffiti (Genres: Comedy, Drama; Language: en; Overview: High school graduates cruise the strip one last night together.),, Movie 1235:Harold and Maude (Genres: Comedy, Drama, Romance; Language: en; Overview: Harold and Maude connect, finding friendship and joy in life.),, Movie 929:Foreign Correspondent (Genres: Mystery, Thriller, War; Language: en; Overview: American reporter uncovers fascism, espionage, and romance in Europe.),, Movie 2722:Deep Blue Sea (Genres: Action, Science Fiction, Thriller; Language: en; Overview: Scientists at Aquatica engineer sharks for Alzheimer's cure, with dangers.),, Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.),, Movie 3536:Keeping the Faith (Genres: Comedy; Language: en; Overview: Childhood friends navigate love triangle with returning corporate executive Anna.), Movie 3403:Raise the Titanic (Genres: Action, Drama, Thriller; Language: en; Overview: Ship operation conducted to obtain rare mineral from Titanic.),, Movie 1187:Passion Fish (Genres: Drama; Language: en; Overview: Paralyzed actress forms unlikely bond with stubborn assistant in recovery.),, Movie 3328:Ghost Dog: The Way of the Samurai (Genres: Crime, Drama; Language: en; Overview: African-American hitman, inspired by samurai, faces mob assassination threats.),, Movie 2121:Cujo (Genres: Horror, Thriller; Language: en; Overview: Rabid St. Bernard Cujo terrorizes a small American town.),
  
  Strictly follow the output format:
  Rank1: movieid - Reason: explain why the user would most likely enjoy this movie
  Rank2: movieid - Reason: explain why the user would likely enjoy this movie second
  ...
  Rank10: movieid - Reason: explain why the user would like this movie last
  Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.
chosen: Rank 1: Movie 1235 - Reason: This film blends comedy, drama, and romance, similar to the user’s appreciation for character-driven stories found in "When Harry Met Sally..." and "Wonder Boys."
  
  Rank 2: Movie 2722 - Reason: The science fiction and thriller aspects align with the user’s interest in complex narratives as seen in "Butch Cassidy and the Sundance Kid."
  
  Rank 3: Movie 2121 - Reason: The horror and thriller elements of this film provide a different but intriguing genre experience that complements the user’s interest in dramatic tension.
  
  Rank 4: Movie 3328 - Reason: The blend of crime and drama in this film resonates with the user’s enjoyment of character studies and morally complex situations, similar to "Nurse Betty."
  
  Rank 5: Movie 2997 - Reason: The film's exploration of identity and fantasy parallels the user’s interest in unique narratives, akin to the themes in "The Idiots."
  
  Rank 6: Movie 1187 - Reason: This drama focuses on personal relationships and recovery, aligning with the user’s appreciation for emotional depth seen in "One Flew Over the Cuckoo's Nest."
  
  Rank 7: Movie 3536 - Reason: The romantic comedy elements in this film resonate with the user's past viewings of romantic films such as "When Harry Met Sally..."
  
  Rank 8: Movie 929 - Reason: The mystery and thriller aspects of this film connect with the user’s interest in suspenseful narratives, as seen in "Things Change."
  
  Rank 9: Movie 3403 - Reason: The action and drama in this film cater to the user’s interest in adventure-driven stories, similar to the historical elements in "Butch Cassidy and the Sundance Kid."
  
  Rank 10: Movie 3363 - Reason: This coming-of-age comedy drama captures the nostalgia and character interactions that the user has enjoyed in previous films like "Animal House."
rejected: Rank 1: Movie 3536 - Reason: The romantic comedy elements in this film resonate with the user's past viewings of romantic films such as "When Harry Met Sally..."
  Rank 2: Movie 3328 - Reason: The blend of crime and drama in this film resonates with the user’s enjoyment of character studies and morally complex situations, similar to "Nurse Betty."
  Rank 3: Movie 1187 - Reason: This drama focuses on personal relationships and recovery, aligning with the user’s appreciation for emotional depth seen in "One Flew Over the Cuckoo's Nest."
  Rank 4: Movie 2997 - Reason: The film's exploration of identity and fantasy parallels the user’s interest in unique narratives, akin to the themes in "The Idiots."
  Rank 5: Movie 2121 - Reason: The horror and thriller elements of this film provide a different but intriguing genre experience that complements the user’s interest in dramatic tension.
  Rank 6: Movie 3403 - Reason: The action and drama in this film cater to the user’s interest in adventure-driven stories, similar to the historical elements in "Butch Cassidy and the Sundance Kid."
  Rank 7: Movie 3363 - Reason: This coming-of-age comedy drama captures the nostalgia and character interactions that the user has enjoyed in previous films like "Animal House."
  Rank 8: Movie 2722 - Reason: The science fiction and thriller aspects align with the user’s interest in complex narratives as seen in "Butch Cassidy and the Sundance Kid."
  Rank 9: Movie 1235 - Reason: This film blends comedy, drama, and romance, similar to the user’s appreciation for character-driven stories found in "When Harry Met Sally..." and "Wonder Boys."
  Rank 10: Movie 929 - Reason: The mystery and thriller aspects of this film connect with the user’s interest in suspenseful narratives, as seen in "Things Change."