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 922:Sunset Boulevard (Genres: Drama; Language: en; Overview: A struggling screenwriter crafts a screenplay for a forgotten star.), Movie 1103:Rebel Without a Cause (Genres: Drama; Language: en; Overview: Teen Jim Stark faces challenges after moving, including love, conflict.), Movie 1172:Cinema Paradiso (Genres: Drama, Romance; Language: it; Overview: Filmmaker remembers childhood love for movies and friendship with projectionist.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 1285:Heathers (Genres: Thriller, Comedy, Drama; Language: en; Overview: Girl learns social manipulation from rebel, targeting popular classmates.), Movie 1300:My Life as a Dog (Genres: Drama, Comedy; Language: sv; Overview: Brothers are separated to help their ill mother rest.), Movie 1394:Raising Arizona (Genres: Comedy, Crime; Language: en; Overview: Coen Brothers' absurd family story features a baby kidnapping chase.), Movie 1959:Out of Africa (Genres: Drama; Language: en; Overview: Danish author Karen Blixen's life in Africa, 20th century.), Movie 3067:Women on the Verge of a Nervous Breakdown (Genres: Comedy, Drama; Language: es; Overview: Pepa's suicide plans are interrupted by chaotic, unexpected events.), Movie 3819:Tampopo (Genres: Comedy; Language: ja; Overview: Truck drivers help widowed owner improve her ramen noodle shop.)
  There are 10 Candidates for recommendation: Movie 121:The Boys of St. Vincent (Genres: Drama; Language: en; Overview: Boys sexually abused at Newfoundland orphanage run by religious community.),, Movie 969:The African Queen (Genres: Adventure, War, Romance; Language: en; Overview: A riverboat captain and missionary confront a German warship.),, Movie 3684:The Fabulous Baker Boys (Genres: Music, Drama, Romance; Language: en; Overview: Frank and Jack Baker are professional musicians playing small clubs.), Movie 2333:Gods and Monsters (Genres: Drama; Language: en; Overview: Retired director befriends gardener, transforming their lonely lives together.),, Movie 2691:The Legend of 1900 (Genres: Fantasy; Language: it; Overview: Piano virtuoso lives on ship, never setting foot on land.),, Movie 1570:Tetsuo II: Body Hammer (Genres: Science Fiction, Horror, Drama, Thriller; Language: ja; Overview: Tetsuo II: Body Hammer features body transformation and revenge themes.),, Movie 3186:Girl, Interrupted (Genres: Drama; Language: en; Overview: A woman's struggle between sanity and madness in the 1960s.),, Movie 3242:Santitos (Genres: Drama, Foreign, Romance; Language: en; Overview: Esperanza searches for her daughter, confronting fears and beliefs.),, Movie 3422:She's Gotta Have It (Genres: Comedy, Romance; Language: en; Overview: Nola juggles three relationships, resisting commitment to any man.),, Movie 1680:Sliding Doors (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: Gwyneth Paltrow's character navigates love and choices in parallel stories.),
  
  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 3242 - Reason: This film features a poignant drama about a mother's search for her daughter, aligning with the user's appreciation for emotional storytelling as seen in "Cinema Paradiso" and "My Life as a Dog."  
  Rank 2: Movie 1570 - Reason: The blend of science fiction, horror, and drama in this film resonates with the user's interest in complex narratives, similar to the psychological elements found in "Heathers."  
  Rank 3: Movie 121 - Reason: This movie's exploration of trauma and abuse in a dramatic setting aligns with the user's taste for serious, thought-provoking stories like "Sunset Boulevard" and "Rebel Without a Cause."  
  Rank 4: Movie 969 - Reason: The romantic and adventurous themes of this film match the user's interest in historical dramas and romance, akin to "Out of Africa."  
  Rank 5: Movie 3186 - Reason: The emotional struggles depicted in this film reflect the user's inclination towards character-driven dramas, similar to "Groundhog Day" and "Women on the Verge of a Nervous Breakdown."  
  Rank 6: Movie 1680 - Reason: This film's exploration of life choices and romantic entanglements resonates with the user's enjoyment of romantic comedies like "Groundhog Day."  
  Rank 7: Movie 3684 - Reason: The music-driven narrative and the dynamics between the characters align with the user's taste for drama and romance, similar to "The Fabulous Baker Boys."  
  Rank 8: Movie 3422 - Reason: The exploration of relationships and commitment issues in a comedic context fits well with the user's enjoyment of films like "Heathers" and "Raising Arizona."  
  Rank 9: Movie 2333 - Reason: The themes of friendship and transformation in this drama are reminiscent of the emotional depth found in "Cinema Paradiso" and "My Life as a Dog."  
  Rank 10: Movie 2691 - Reason: This film's unique narrative style and fantasy elements appeal to the user's interest in imaginative storytelling, similar to "Groundhog Day."
rejected: Rank 1: Movie 1570 - Reason: The blend of science fiction, horror, and drama in this film resonates with the user's interest in complex narratives, similar to the psychological elements found in "Heathers."  
  Rank 2: Movie 3684 - Reason: The music-driven narrative and the dynamics between the characters align with the user's taste for drama and romance, similar to "The Fabulous Baker Boys."  
  Rank 3: Movie 3422 - Reason: The exploration of relationships and commitment issues in a comedic context fits well with the user's enjoyment of films like "Heathers" and "Raising Arizona."  
  Rank 4: Movie 3186 - Reason: The emotional struggles depicted in this film reflect the user's inclination towards character-driven dramas, similar to "Groundhog Day" and "Women on the Verge of a Nervous Breakdown."  
  Rank 5: Movie 3242 - Reason: This film features a poignant drama about a mother's search for her daughter, aligning with the user's appreciation for emotional storytelling as seen in "Cinema Paradiso" and "My Life as a Dog."  
  Rank 6: Movie 121 - Reason: This movie's exploration of trauma and abuse in a dramatic setting aligns with the user's taste for serious, thought-provoking stories like "Sunset Boulevard" and "Rebel Without a Cause."  
  Rank 7: Movie 2333 - Reason: The themes of friendship and transformation in this drama are reminiscent of the emotional depth found in "Cinema Paradiso" and "My Life as a Dog."  
  Rank 8: Movie 969 - Reason: The romantic and adventurous themes of this film match the user's interest in historical dramas and romance, akin to "Out of Africa."  
  Rank 9: Movie 2691 - Reason: This film's unique narrative style and fantasy elements appeal to the user's interest in imaginative storytelling, similar to "Groundhog Day."
  Rank 10: Movie 1680 - Reason: This film's exploration of life choices and romantic entanglements resonates with the user's enjoyment of romantic comedies like "Groundhog Day."  