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 17:Sense and Sensibility (Genres: Drama, Romance; Language: en; Overview: Mr. Dashwood's death leaves his wife and daughters impoverished.), Movie 1058:Bitter Sugar (Genres: Drama, Romance; Language: es; Overview: Patriot loves dissident's daughter amid rebellion in Castro's Cuba.), Movie 1641:The Full Monty (Genres: Comedy; Language: en; Overview: Jobless steelworker Gaz persuades friends for one-night strip show.), Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.), Movie 2108:L.A. Story (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: A weatherman uses a billboard to impress a reporter.), Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.), Movie 3078:Liberty Heights (Genres: Drama; Language: en; Overview: Baltimore, 1954-1955: exploring anti-Semitism, race relations, and father), Movie 3185:Snow Falling on Cedars (Genres: Drama, Romance; Language: en; Overview: Japanese-American fisherman accused of killing neighbor; race influences trial.), Movie 3893:Nurse Betty (Genres: Comedy, Crime, Thriller; Language: en; Overview: Betty lives in an alternate reality, embracing imaginary love.), Movie 3949:Requiem for a Dream (Genres: Crime, Drama; Language: en; Overview: Four ambitious individuals' lives are ruined by spiraling drug addictions.)
  There are 10 Candidates for recommendation: Movie 1752:Hard Rain (Genres: Thriller; Language: en; Overview: Armored car driver evades thieves amid devastating flood chaos.),, Movie 2071:And the Band Played On (Genres: Drama; Language: en; Overview: Discovery of AIDS epidemic hindered by scientific community's political infighting.),, Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.),, Movie 413:Airheads (Genres: Comedy, Crime, Music; Language: en; Overview: Band takes over radio station to promote their demo tape.),, 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.), Movie 3590:The Lords of Flatbush (Genres: Drama; Language: en; Overview: Coming-of-age film about Brooklyn teens' adventures in the 1950s.),, Movie 3418:Thelma & Louise (Genres: Drama, Thriller, Crime, Adventure; Language: en; Overview: Louise and Thelma flee after shooting a rapist, strengthening friendship.),, Movie 1370:Die Hard 2 (Genres: Action, Thriller; Language: en; Overview: John McClane battles terrorists at an airport on Christmas Eve.),, Movie 12:Dracula: Dead and Loving It (Genres: Comedy, Horror; Language: en; Overview: Lawyer becomes vampire's ally; only van Helsing can stop him.),, Movie 581:The Celluloid Closet (Genres: History, Documentary; Language: en; Overview: Documentary explores LGBT representation evolution and societal perceptions in cinema.),
  
  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 12 - Reason: This comedy with a horror twist aligns with the user's enjoyment of humor, as seen in their history with comedic films like "The Full Monty" and "The Breakfast Club."  
  Rank 2: Movie 3851 - Reason: Margaret Cho's comedic exploration of fame and personal growth resonates with the user's appreciation for character-driven narratives found in films like "Rushmore."  
  Rank 3: Movie 1752 - Reason: The thrilling premise of evading thieves during a chaotic flood connects with the user's taste for intense and dramatic situations, as seen in "Requiem for a Dream."  
  Rank 4: Movie 413 - Reason: This comedy about a band taking over a radio station matches the user's interest in music-themed comedies like "The Breakfast Club."  
  Rank 5: Movie 3590 - Reason: A coming-of-age story set in the 1950s speaks to the user's appreciation for drama, similar to "Liberty Heights."  
  Rank 6: Movie 3418 - Reason: The themes of friendship and adventure in a dramatic context resonate with the user's liking for strong character relationships, as in "Sense and Sensibility."  
  Rank 7: Movie 1633 - Reason: This drama about familial challenges aligns with the user's interest in deep, emotional narratives evident in "Snow Falling on Cedars."  
  Rank 8: Movie 2071 - Reason: The exploration of a significant historical issue in a dramatic context connects with the user's preference for impactful storytelling, as seen in "Bitter Sugar."  
  Rank 9: Movie 1370 - Reason: This action thriller provides suspense and excitement, appealing to the user's taste for thrilling narratives shown in "Nurse Betty."  
  Rank 10: Movie 581 - Reason: A documentary exploring LGBT representation in cinema aligns with the user's interest in diverse and thought-provoking themes similar to "L.A. Story."
rejected: Rank 1: Movie 1633 - Reason: This drama about familial challenges aligns with the user's interest in deep, emotional narratives evident in "Snow Falling on Cedars."  
  Rank 2: Movie 3851 - Reason: Margaret Cho's comedic exploration of fame and personal growth resonates with the user's appreciation for character-driven narratives found in films like "Rushmore."  
  Rank 3: Movie 581 - Reason: A documentary exploring LGBT representation in cinema aligns with the user's interest in diverse and thought-provoking themes similar to "L.A. Story."
  Rank 4: Movie 1370 - Reason: This action thriller provides suspense and excitement, appealing to the user's taste for thrilling narratives shown in "Nurse Betty."  
  Rank 5: Movie 3418 - Reason: The themes of friendship and adventure in a dramatic context resonate with the user's liking for strong character relationships, as in "Sense and Sensibility."  
  Rank 6: Movie 12 - Reason: This comedy with a horror twist aligns with the user's enjoyment of humor, as seen in their history with comedic films like "The Full Monty" and "The Breakfast Club."  
  Rank 7: Movie 413 - Reason: This comedy about a band taking over a radio station matches the user's interest in music-themed comedies like "The Breakfast Club."  
  Rank 8: Movie 2071 - Reason: The exploration of a significant historical issue in a dramatic context connects with the user's preference for impactful storytelling, as seen in "Bitter Sugar."  
  Rank 9: Movie 3590 - Reason: A coming-of-age story set in the 1950s speaks to the user's appreciation for drama, similar to "Liberty Heights."  
  Rank 10: Movie 1752 - Reason: The thrilling premise of evading thieves during a chaotic flood connects with the user's taste for intense and dramatic situations, as seen in "Requiem for a Dream."  