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 366:New Nightmare (Genres: Horror, Thriller, Mystery, Fantasy; Language: en; Overview: Freddy returns; Nancy must stop a new monstrous demon.), Movie 523:Ruby in Paradise (Genres: Drama, Romance; Language: en; Overview: Ruby relocates to Florida, navigating friendships and romantic choices.), Movie 899:Singin' in the Rain (Genres: Comedy, Music, Romance; Language: en; Overview: Silent film stars face romance and voice challenges in Hollywood.), Movie 1095:Glengarry Glen Ross (Genres: Crime, Drama, Mystery; Language: en; Overview: Four unscrupulous real estate agents resort to unethical tactics for sales.), Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.), Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.), Movie 2746:Little Shop of Horrors (Genres: Horror, Comedy, Music; Language: en; Overview: Nerdy orphan Seymour discovers a bloodthirsty plant, Audrey II.), Movie 3418:Thelma & Louise (Genres: Drama, Thriller, Crime, Adventure; Language: en; Overview: Louise and Thelma flee after shooting a rapist, strengthening friendship.), Movie 3713:The Long Walk Home (Genres: Drama, History; Language: en; Overview: Two women confront choices during 1955 Montgomery bus boycott.), Movie 3851:Margaret Cho: I'm the One That I Want (Genres: Comedy; Language: en; Overview: Margaret Cho's monologue explores her journey through fame and recovery.)
  There are 10 Candidates for recommendation: Movie 3210:Fast Times at Ridgemont High (Genres: Comedy; Language: en; Overview: High school love and adventures in Southern California, featuring surfers.),, Movie 2544:The School of Flesh (Genres: Romance, Drama, Mystery; Language: fr; Overview: Middle-aged woman and younger man navigate love and power struggles.),, Movie 3910:Dancer in the Dark (Genres: Drama, Crime, Music; Language: en; Overview: Czech immigrant Selma copes with blindness through musical escapism.), Movie 1632:A Smile Like Yours (Genres: Comedy, Romance; Language: en; Overview: Couple struggles with infertility in this comedic exploration of parenthood.),, Movie 3006:The Insider (Genres: Drama, Thriller; Language: en; Overview: True story of Jeffrey Wigand's exposé on the tobacco industry.),, Movie 280:Murder in the First (Genres: Crime, Drama; Language: en; Overview: Petty criminal's Alcatraz escape leads to madness and murder.),, Movie 1187:Passion Fish (Genres: Drama; Language: en; Overview: Paralyzed actress forms unlikely bond with stubborn assistant in recovery.),, Movie 935:The Band Wagon (Genres: Comedy, Music; Language: en; Overview: Artistic director transforms new Broadway musical into something unrecognizable.),, Movie 2886:The Adventures of Elmo in Grouchland (Genres: Family; Language: en; Overview: Elmo's blanket adventure teaches sharing and courage in Grouchland.),, Movie 334:Vanya on 42nd Street (Genres: Drama, Romance; Language: en; Overview: Uninterrupted "Uncle Vanya" rehearsal in rundown theater, minimal props.),
  
  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 3006 - Reason: The intense drama and thriller elements in this true story resonate with the user's preference for complex, thought-provoking narratives as seen in their history.  
  Rank 2: Movie 1187 - Reason: This film's exploration of personal relationships and recovery aligns well with the user's interest in character-driven drama, as seen in movies like "Good Will Hunting."  
  Rank 3: Movie 1632 - Reason: The comedic exploration of parenthood and relationship struggles mirrors the romantic themes found in the user's watched films, particularly "Ruby in Paradise."  
  Rank 4: Movie 2886 - Reason: This family-friendly adventure offers a light-hearted story about courage and sharing, which contrasts the heavier themes in the user's history but adds variety.  
  Rank 5: Movie 334 - Reason: The focus on a classic play and deep character interactions aligns with the user's appreciation for dramatic storytelling, similar to "Glengarry Glen Ross."  
  Rank 6: Movie 280 - Reason: The crime and drama elements, along with a psychological storyline, cater to the user's interest in intense narratives as seen in "Thelma & Louise."  
  Rank 7: Movie 2544 - Reason: This film's romantic and dramatic themes resonate with the user's interest in complex relationships, much like "Good Will Hunting" and "Ruby in Paradise."  
  Rank 8: Movie 3910 - Reason: The blend of drama and music, along with a unique story about resilience, aligns with the user's appreciation for emotional depth found in films like "Little Shop of Horrors."  
  Rank 9: Movie 935 - Reason: The comedic and musical aspects of this film provide a fun diversion that complements the user’s history with musicals, enhancing their viewing experience.  
  Rank 10: Movie 3210 - Reason: The high school setting and exploration of young love resonate with the user's interest in coming-of-age stories, similar to "Singin' in the Rain."
rejected: Rank 1: Movie 1632 - Reason: The comedic exploration of parenthood and relationship struggles mirrors the romantic themes found in the user's watched films, particularly "Ruby in Paradise."  
  Rank 2: Movie 2544 - Reason: This film's romantic and dramatic themes resonate with the user's interest in complex relationships, much like "Good Will Hunting" and "Ruby in Paradise."  
  Rank 3: Movie 3910 - Reason: The blend of drama and music, along with a unique story about resilience, aligns with the user's appreciation for emotional depth found in films like "Little Shop of Horrors."  
  Rank 4: Movie 280 - Reason: The crime and drama elements, along with a psychological storyline, cater to the user's interest in intense narratives as seen in "Thelma & Louise."  
  Rank 5: Movie 3210 - Reason: The high school setting and exploration of young love resonate with the user's interest in coming-of-age stories, similar to "Singin' in the Rain."
  Rank 6: Movie 334 - Reason: The focus on a classic play and deep character interactions aligns with the user's appreciation for dramatic storytelling, similar to "Glengarry Glen Ross."  
  Rank 7: Movie 1187 - Reason: This film's exploration of personal relationships and recovery aligns well with the user's interest in character-driven drama, as seen in movies like "Good Will Hunting."  
  Rank 8: Movie 2886 - Reason: This family-friendly adventure offers a light-hearted story about courage and sharing, which contrasts the heavier themes in the user's history but adds variety.  
  Rank 9: Movie 3006 - Reason: The intense drama and thriller elements in this true story resonate with the user's preference for complex, thought-provoking narratives as seen in their history.  
  Rank 10: Movie 935 - Reason: The comedic and musical aspects of this film provide a fun diversion that complements the user’s history with musicals, enhancing their viewing experience.  