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 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 1305:Paris, Texas (Genres: Drama; Language: en; Overview: Man emerges from desert; brother helps restore his lost memories.), Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.), Movie 2730:Barry Lyndon (Genres: Drama, Romance, War; Language: en; Overview: Young Irish farm boy Redmond Barry loves cousin, joins army.), Movie 3152:The Last Picture Show (Genres: Drama; Language: en; Overview: Sonny matures in a small Texas town during the 1950s.), Movie 3185:Snow Falling on Cedars (Genres: Drama, Romance; Language: en; Overview: Japanese-American fisherman accused of killing neighbor; race influences trial.), Movie 3551:Marathon Man (Genres: Thriller; Language: en; Overview: Graduate student runner in New York uncovers brother's secretive plot.), Movie 3629:The Gold Rush (Genres: Adventure, Comedy, Drama; Language: en; Overview: Prospector seeks gold in Alaska, loves Georgia, faces tough characters.), Movie 3893:Nurse Betty (Genres: Comedy, Crime, Thriller; Language: en; Overview: Betty lives in an alternate reality, embracing imaginary love.), Movie 3897:Almost Famous (Genres: Drama, Music; Language: en; Overview: Coming-of-age film about a teen journalist touring with a band.)
  There are 10 Candidates for recommendation: Movie 3618:Small Time Crooks (Genres: Action, Comedy, Crime; Language: en; Overview: Crook and wife get rich from failed bank job's success.),, Movie 1388:Jaws 2 (Genres: Horror, Thriller; Language: en; Overview: Police chief Brody defends Amity from a terrifying second shark.),, Movie 3951:Two Family House (Genres: Drama, Romance; Language: en; Overview: Frustrated crooner Buddy faces challenges with tenants and dreams.), Movie 1896:Cousin Bette (Genres: Comedy, Drama, Romance; Language: en; Overview: Lonely seamstress seeks revenge after family rejects her love.),, Movie 3342:Birdy (Genres: Drama, History; Language: en; Overview: Two friends confront Vietnam war's impact; one believes he's a bird.),, Movie 3855:An Affair of Love (Genres: Romance, Drama; Language: fr; Overview: Couple meets, fulfills fantasy, develops relationship, explores normal sex.),, Movie 891:Halloween: The Curse of Michael Myers (Genres: Horror, Thriller; Language: en; Overview: Jamie escapes after giving birth, seeks Dr. Loomis' help.),, Movie 1119:Drunks (Genres: Drama; Language: en; Overview: Jim shares at AA meeting; others recount their struggles.),, Movie 207:A Walk in the Clouds (Genres: Drama, Romance; Language: en; Overview: WWII vet pretends to be husband for pregnant, unwed woman.),, Movie 1952:Midnight Cowboy (Genres: Drama; Language: en; Overview: Naive prostitute and sick friend fight for survival in NYC.),
  
  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 1896 - Reason: This film blends comedy, drama, and romance, appealing to the user's appreciation for character-driven narratives and emotional depth, as seen in their history with films like "The Shawshank Redemption" and "Barry Lyndon."
  
  Rank 2: Movie 3618 - Reason: The comedic elements mixed with crime resonate with the user's enjoyment of "Nurse Betty," providing a light-hearted yet engaging story that matches their viewing preferences.
  
  Rank 3: Movie 3951 - Reason: This drama focuses on personal struggles and romantic themes, aligning with the user's interest in character development seen in "Paris, Texas" and "Snow Falling on Cedars."
  
  Rank 4: Movie 1388 - Reason: The thriller aspect combined with a suspenseful narrative mirrors the tension found in "Marathon Man," appealing to the user's taste for gripping stories.
  
  Rank 5: Movie 1119 - Reason: This film offers a deep exploration of personal challenges and emotional struggles, resonating with the user's appreciation for heartfelt dramas like "The Last Picture Show."
  
  Rank 6: Movie 891 - Reason: The horror and thriller elements align with the user's interest in intense narratives, similar to the psychological tension found in "Marathon Man."
  
  Rank 7: Movie 207 - Reason: This drama and romance film presents a compelling story of love and sacrifice, appealing to the user's interest in emotional narratives as seen in "Snow Falling on Cedars."
  
  Rank 8: Movie 1952 - Reason: The exploration of survival and friendship in a gritty urban setting resonates with the user's appreciation for character-driven stories, akin to "Almost Famous."
  
  Rank 9: Movie 3342 - Reason: This drama about friendship and the impact of war aligns with the user's interest in profound narratives like "Barry Lyndon" and "The Last Picture Show."
  
  Rank 10: Movie 3855 - Reason: The romantic exploration in this French film offers a unique perspective on love and relationships, which complements the user's interest in romantic dramas like "Snow Falling on Cedars."
rejected: Rank 1: Movie 1952 - Reason: The exploration of survival and friendship in a gritty urban setting resonates with the user's appreciation for character-driven stories, akin to "Almost Famous."
  Rank 2: Movie 3951 - Reason: This drama focuses on personal struggles and romantic themes, aligning with the user's interest in character development seen in "Paris, Texas" and "Snow Falling on Cedars."
  Rank 3: Movie 891 - Reason: The horror and thriller elements align with the user's interest in intense narratives, similar to the psychological tension found in "Marathon Man."
  Rank 4: Movie 3342 - Reason: This drama about friendship and the impact of war aligns with the user's interest in profound narratives like "Barry Lyndon" and "The Last Picture Show."
  Rank 5: Movie 3855 - Reason: The romantic exploration in this French film offers a unique perspective on love and relationships, which complements the user's interest in romantic dramas like "Snow Falling on Cedars."
  Rank 6: Movie 1119 - Reason: This film offers a deep exploration of personal challenges and emotional struggles, resonating with the user's appreciation for heartfelt dramas like "The Last Picture Show."
  Rank 7: Movie 3618 - Reason: The comedic elements mixed with crime resonate with the user's enjoyment of "Nurse Betty," providing a light-hearted yet engaging story that matches their viewing preferences.
  Rank 8: Movie 207 - Reason: This drama and romance film presents a compelling story of love and sacrifice, appealing to the user's interest in emotional narratives as seen in "Snow Falling on Cedars."
  Rank 9: Movie 1896 - Reason: This film blends comedy, drama, and romance, appealing to the user's appreciation for character-driven narratives and emotional depth, as seen in their history with films like "The Shawshank Redemption" and "Barry Lyndon."
  Rank 10: Movie 1388 - Reason: The thriller aspect combined with a suspenseful narrative mirrors the tension found in "Marathon Man," appealing to the user's taste for gripping stories.