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 471:The Hudsucker Proxy (Genres: Comedy, Drama; Language: en; Overview: Naive graduate becomes president of company involved in stock scam.), Movie 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.), Movie 1206:A Clockwork Orange (Genres: Science Fiction, Drama; Language: en; Overview: Demonic gang leader faces consequences after state brainwashing intervention.), Movie 1258:The Shining (Genres: Horror, Thriller; Language: en; Overview: Jack Torrance takes a winter caretaker job, facing unseen madness.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 1371:Star Trek: The Motion Picture (Genres: Science Fiction, Adventure, Mystery; Language: en; Overview: Admiral Kirk commands Enterprise to intercept destructive space entity approaching Earth.), Movie 1952:Midnight Cowboy (Genres: Drama; Language: en; Overview: Naive prostitute and sick friend fight for survival in NYC.), Movie 2160:Rosemary's Baby (Genres: Horror, Drama, Mystery; Language: en; Overview: Couple moves in, Rosemary fears for her unborn baby's safety.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3189:My Dog Skip (Genres: Comedy, Drama, Family; Language: en; Overview: Shy boy finds friendship and joy through a puppy named Skip.)
  There are 10 Candidates for recommendation: Movie 2071:And the Band Played On (Genres: Drama; Language: en; Overview: Discovery of AIDS epidemic hindered by scientific community's political infighting.),, Movie 2522:Airport '77 (Genres: Action, Adventure, Drama, Thriller; Language: en; Overview: Flight 23 crashes; passengers trapped underwater after hijackers' attack.),, Movie 3301:The Whole Nine Yards (Genres: Comedy, Crime; Language: en; Overview: Mobster in witness protection faces neighbors seeking criminal involvement again.), Movie 2054:Honey, I Shrunk the Kids (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Teen siblings shrink to insect size, facing dangers while searching.),, Movie 1222:Full Metal Jacket (Genres: Drama, War; Language: en; Overview: Marine observes dehumanization of recruits during Vietnam War experiences.),, Movie 708:The Truth About Cats & Dogs (Genres: Comedy, Romance; Language: en; Overview: Veterinarian asks model friend to impersonate her for handsome man.),, Movie 78:The Crossing Guard (Genres: Drama, Thriller; Language: en; Overview: Freddy seeks vengeance; Booth seeks redemption before their fateful encounter.),, Movie 3032:The Omega Man (Genres: Action, Science Fiction, Thriller; Language: en; Overview: Doctor Robert Neville survives plague; deformed "Family" threaten him.),, Movie 2726:The Killing (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Kubrick's debut film established his unconventional directorial recognition in 1950s.),, Movie 1804:The Newton Boys (Genres: Crime, Action, Drama; Language: en; Overview: Four brothers become infamous bank robbers in 1920s America.),
  
  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 3032 - Reason: This movie combines action and science fiction elements, aligning with the user's interest in thrilling narratives as seen in their history with "Blade Runner" and "A Clockwork Orange."
  
  Rank 2: Movie 78 - Reason: The intense drama and thriller aspects resonate with the user's preference for complex emotional stories, similar to "Midnight Cowboy."
  
  Rank 3: Movie 2054 - Reason: This family adventure movie features a comedic twist, appealing to the user's enjoyment of lighthearted stories like "Groundhog Day" and "The Hudsucker Proxy."
  
  Rank 4: Movie 1804 - Reason: The crime and action elements cater to the user's taste for dramatic narratives, akin to "A Clockwork Orange" and "Blade Runner."
  
  Rank 5: Movie 708 - Reason: This romantic comedy explores themes of identity and connection, similar to the unique storytelling seen in "Being John Malkovich."
  
  Rank 6: Movie 3301 - Reason: The comedic crime elements align with the user's appreciation for humor mixed with serious themes, as observed in "The Hudsucker Proxy."
  
  Rank 7: Movie 2071 - Reason: The drama surrounding a significant social issue aligns with the user's interest in thought-provoking narratives, similar to "Midnight Cowboy."
  
  Rank 8: Movie 1222 - Reason: The intense drama and war themes reflect the user's taste for gritty, impactful stories, as seen in "Blade Runner" and "A Clockwork Orange."
  
  Rank 9: Movie 2522 - Reason: This action-adventure thriller captures suspense and dramatic survival, appealing to the user's enjoyment of tension-filled narratives like "The Shining."
  
  Rank 10: Movie 2726 - Reason: This classic crime thriller showcases intricate storytelling and character development, resonating with the user's interest in impactful dramas seen in "Midnight Cowboy."
rejected: Rank 1: Movie 78 - Reason: The intense drama and thriller aspects resonate with the user's preference for complex emotional stories, similar to "Midnight Cowboy."
  Rank 2: Movie 1222 - Reason: The intense drama and war themes reflect the user's taste for gritty, impactful stories, as seen in "Blade Runner" and "A Clockwork Orange."
  Rank 3: Movie 2071 - Reason: The drama surrounding a significant social issue aligns with the user's interest in thought-provoking narratives, similar to "Midnight Cowboy."
  Rank 4: Movie 2054 - Reason: This family adventure movie features a comedic twist, appealing to the user's enjoyment of lighthearted stories like "Groundhog Day" and "The Hudsucker Proxy."
  Rank 5: Movie 1804 - Reason: The crime and action elements cater to the user's taste for dramatic narratives, akin to "A Clockwork Orange" and "Blade Runner."
  Rank 6: Movie 3301 - Reason: The comedic crime elements align with the user's appreciation for humor mixed with serious themes, as observed in "The Hudsucker Proxy."
  Rank 7: Movie 3032 - Reason: This movie combines action and science fiction elements, aligning with the user's interest in thrilling narratives as seen in their history with "Blade Runner" and "A Clockwork Orange."
  Rank 8: Movie 2522 - Reason: This action-adventure thriller captures suspense and dramatic survival, appealing to the user's enjoyment of tension-filled narratives like "The Shining."
  Rank 9: Movie 708 - Reason: This romantic comedy explores themes of identity and connection, similar to the unique storytelling seen in "Being John Malkovich."
  Rank 10: Movie 2726 - Reason: This classic crime thriller showcases intricate storytelling and character development, resonating with the user's interest in impactful dramas seen in "Midnight Cowboy."