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 337:What's Eating Gilbert Grape (Genres: Romance, Drama; Language: en; Overview: Gilbert juggles family responsibilities while seeking love and happiness.), Movie 628:Primal Fear (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Arrogant attorney defends altar boy in complex murder case.), Movie 1041:Secrets & Lies (Genres: Drama; Language: en; Overview: A mother confronts her past when her daughter seeks her.), Movie 1639:Chasing Amy (Genres: Comedy, Drama, Romance; Language: en; Overview: Comic artists' friendship complicates when Holden falls for Alyssa, a lesbian.), Movie 1678:The Joy Luck Club (Genres: Drama; Language: en; Overview: Four Chinese-American women and their mothers explore past relationships.), Movie 1810:Primary Colors (Genres: Comedy, Drama; Language: en; Overview: Henry Burton manages Jack Stanton's presidential campaign amid personal challenges.), Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.), Movie 2610:Three Seasons (Genres: Drama, Foreign; Language: en; Overview: Triumph over adversity, nostalgia, and urban culture's westernization explored.), Movie 2841:Stir of Echoes (Genres: Horror, Mystery, Thriller; Language: en; Overview: Tom sees haunting visions of a girl's ghost after hypnosis.), Movie 3512:Return to Me (Genres: Romance, Comedy, Drama; Language: en; Overview: Widowed architect falls for waitress on blind date; truth revealed.)
  There are 10 Candidates for recommendation: Movie 2442:Hilary and Jackie (Genres: Music, Drama; Language: en; Overview: Jacqueline du Pré's tragic life seen through sister Hilary's perspective.),, Movie 75:Big Bully (Genres: Comedy, Family; Language: en; Overview: Writer confronts childhood bully, reliving past pain and torment.),, Movie 2188:54 (Genres: Music, Drama; Language: en; Overview: Shane pursues dreams at Studio 54, landing a bar job.),, Movie 3897:Almost Famous (Genres: Drama, Music; Language: en; Overview: Coming-of-age film about a teen journalist touring with a band.), Movie 1673:Boogie Nights (Genres: Drama; Language: en; Overview: In 1977, a young busboy becomes a porn star, Dirk Diggler.),, Movie 3128:A Map of the World (Genres: Drama; Language: en; Overview: Nurse faces child abuse charges after accident involving friend's child.),, Movie 1961:Rain Man (Genres: Drama; Language: en; Overview: Selfish Charlie discovers brother Raymond's fortune during cross-country journey.),, Movie 3499:Misery (Genres: Drama, Thriller; Language: en; Overview: Novelist crashes, rescued by unstable fan who holds him captive.),, Movie 3:Grumpier Old Men (Genres: Romance, Comedy; Language: en; Overview: Wedding feud reignites between neighbors; divorcée stirs romantic tensions.),, Movie 451:Flesh and Bone (Genres: Drama, Mystery, Romance; Language: en; Overview: Arlis meets Kay, unaware of their tragic shared past.),
  
  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 2188 - Reason: The movie's focus on pursuing dreams and personal aspirations aligns with the user's appreciation for character-driven narratives seen in their history.  
  Rank 2: Movie 1961 - Reason: The emotional journey and family dynamics in this drama resonate with the user's interest in profound storytelling.  
  Rank 3: Movie 75 - Reason: This comedy addresses childhood experiences and emotional confrontation, mirroring the user's taste for personal and relatable stories.  
  Rank 4: Movie 3499 - Reason: The thriller aspect combined with psychological tension appeals to the user's preference for intense and dramatic narratives.  
  Rank 5: Movie 3128 - Reason: The themes of personal struggle and moral dilemmas align with the user's interest in complex character arcs as reflected in their history.  
  Rank 6: Movie 1673 - Reason: The exploration of fame and its consequences in this drama matches the user's interest in character journeys and societal commentary.  
  Rank 7: Movie 3897 - Reason: This coming-of-age story about music and self-discovery resonates with the user's appreciation for narratives involving personal growth.  
  Rank 8: Movie 3 - Reason: The romantic comedy elements and neighborly dynamics are similar to the user's enjoyment of light-hearted yet emotional stories.  
  Rank 9: Movie 2442 - Reason: The exploration of a musician's life through a family lens aligns with the user's interest in emotional and dramatic narratives.  
  Rank 10: Movie 451 - Reason: The intertwining of romance and mystery in this film complements the user's taste for complex relationships and dramatic tension.
rejected: Rank 1: Movie 451 - Reason: The intertwining of romance and mystery in this film complements the user's taste for complex relationships and dramatic tension.
  Rank 2: Movie 3128 - Reason: The themes of personal struggle and moral dilemmas align with the user's interest in complex character arcs as reflected in their history.  
  Rank 3: Movie 1961 - Reason: The emotional journey and family dynamics in this drama resonate with the user's interest in profound storytelling.  
  Rank 4: Movie 3499 - Reason: The thriller aspect combined with psychological tension appeals to the user's preference for intense and dramatic narratives.  
  Rank 5: Movie 75 - Reason: This comedy addresses childhood experiences and emotional confrontation, mirroring the user's taste for personal and relatable stories.  
  Rank 6: Movie 2442 - Reason: The exploration of a musician's life through a family lens aligns with the user's interest in emotional and dramatic narratives.  
  Rank 7: Movie 1673 - Reason: The exploration of fame and its consequences in this drama matches the user's interest in character journeys and societal commentary.  
  Rank 8: Movie 3897 - Reason: This coming-of-age story about music and self-discovery resonates with the user's appreciation for narratives involving personal growth.  
  Rank 9: Movie 3 - Reason: The romantic comedy elements and neighborly dynamics are similar to the user's enjoyment of light-hearted yet emotional stories.  
  Rank 10: Movie 2188 - Reason: The movie's focus on pursuing dreams and personal aspirations aligns with the user's appreciation for character-driven narratives seen in their history.  