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 11:The American President (Genres: Comedy, Drama, Romance; Language: en; Overview: Widowed president pursues lobbyist, causing rumors and approval decline.), Movie 39:Clueless (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher, a popular matchmaker, learns lessons about love and identity.), Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.), Movie 1286:Somewhere in Time (Genres: Science Fiction, Drama, Fantasy, Romance; Language: en; Overview: Young writer time-travels, falls in love with actress, faces challenges.), Movie 2065:The Purple Rose of Cairo (Genres: Fantasy, Comedy, Romance; Language: en; Overview: Cecilia escapes dreary life through movies during the Great Depression.), Movie 2369:Desperately Seeking Susan (Genres: Comedy; Language: en; Overview: Bored housewife becomes entwined in another woman's life through identity.), Movie 2468:Jumpin' Jack Flash (Genres: Romance, Comedy, Thriller; Language: en; Overview: Terry decodes a message, enters espionage, faces danger, and intrigue.), Movie 3284:They Might Be Giants (Genres: Comedy, Mystery, Thriller; Language: en; Overview: Sherlock Holmes and Dr. Watson navigate modern New York City.), Movie 3358:Defending Your Life (Genres: Fantasy, Drama, Comedy; Language: en; Overview: In an afterlife, people prove worth by demonstrating courage in court.), Movie 3684:The Fabulous Baker Boys (Genres: Music, Drama, Romance; Language: en; Overview: Frank and Jack Baker are professional musicians playing small clubs.)
  There are 10 Candidates for recommendation: Movie 1090:Platoon (Genres: Drama, War, Action; Language: en; Overview: Young recruit Chris Taylor confronts war's horrors and moral dilemmas.),, Movie 1547:Shiloh (Genres: Drama, Family; Language: en; Overview: Abused beagle Shiloh bonds with boy; secret dog shelter created.),, Movie 3814:Love and Death (Genres: History, Comedy; Language: en; Overview: Cowardly serf becomes hero in humorous Russian literature parody.), Movie 3612:The Slipper and the Rose (Genres: Adventure, Family, Fantasy, Romance; Language: en; Overview: Prince Edward seeks love; Cinderella receives help from her fairy godmother.),, Movie 3099:Shampoo (Genres: Comedy, Drama, Romance; Language: en; Overview: Beverly Hills hairstylist's ambitions hindered by reckless romantic entanglements.),, Movie 2836:Outside Providence (Genres: Romance, Comedy, Drama; Language: en; Overview: Tim's life changes at prep school after meeting Jane.),, Movie 2443:Playing by Heart (Genres: Drama; Language: en; Overview: Eleven people navigate relationships, love, and heartache in L.A.),, Movie 386:S.F.W. (Genres: Comedy, Drama; Language: en; Overview: Teenager gains unwanted fame after being taken hostage by terrorists.),, Movie 2266:The Butcher's Wife (Genres: Fantasy, Comedy, Science Fiction, Romance; Language: en; Overview: Clairvoyant woman marries, helps others, finds true love ultimately.),, Movie 3044:Dead Again (Genres: Thriller; Language: en; Overview: Composer executed for wife's murder; private eye links amnesiac woman.),
  
  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 3099 - Reason: This movie combines comedy, drama, and romance, echoing the user's preference for lighthearted yet emotionally engaging narratives as seen in "The American President" and "Clueless."  
  Rank 2: Movie 2443 - Reason: The focus on relationships and love resonates with the user's interest in character-driven dramas like "Somewhere in Time" and "My Fair Lady."  
  Rank 3: Movie 386 - Reason: This film's comedic take on serious situations aligns with the user's enjoyment of humor blended with drama, similar to "Desperately Seeking Susan."  
  Rank 4: Movie 1547 - Reason: The family and drama elements reflect the user's appreciation for heartwarming stories, akin to "My Fair Lady" and "The Fabulous Baker Boys."  
  Rank 5: Movie 3814 - Reason: The historical comedy theme offers a unique blend of humor and romance, appealing to the user's taste as seen in "Clueless" and "The American President."  
  Rank 6: Movie 1090 - Reason: This intense drama about moral dilemmas aligns with the user's interest in profound narratives, similar to "Somewhere in Time."  
  Rank 7: Movie 3612 - Reason: The fairy tale romance aspect matches the user's love for romantic stories, reminiscent of "My Fair Lady" and "The Fabulous Baker Boys."  
  Rank 8: Movie 2266 - Reason: This film's blend of fantasy and romance appeals to the user's enjoyment of whimsical narratives, similar to "The Purple Rose of Cairo."  
  Rank 9: Movie 3044 - Reason: The thriller elements and complex plot reflect the user's interest in engaging mysteries, akin to "They Might Be Giants."  
  Rank 10: Movie 2836 - Reason: The coming-of-age romantic comedy aligns with the user's preference for youthful love stories, similar to "Clueless."
rejected: Rank 1: Movie 3814 - Reason: The historical comedy theme offers a unique blend of humor and romance, appealing to the user's taste as seen in "Clueless" and "The American President."  
  Rank 2: Movie 1547 - Reason: The family and drama elements reflect the user's appreciation for heartwarming stories, akin to "My Fair Lady" and "The Fabulous Baker Boys."  
  Rank 3: Movie 3612 - Reason: The fairy tale romance aspect matches the user's love for romantic stories, reminiscent of "My Fair Lady" and "The Fabulous Baker Boys."  
  Rank 4: Movie 2443 - Reason: The focus on relationships and love resonates with the user's interest in character-driven dramas like "Somewhere in Time" and "My Fair Lady."  
  Rank 5: Movie 386 - Reason: This film's comedic take on serious situations aligns with the user's enjoyment of humor blended with drama, similar to "Desperately Seeking Susan."  
  Rank 6: Movie 1090 - Reason: This intense drama about moral dilemmas aligns with the user's interest in profound narratives, similar to "Somewhere in Time."  
  Rank 7: Movie 3099 - Reason: This movie combines comedy, drama, and romance, echoing the user's preference for lighthearted yet emotionally engaging narratives as seen in "The American President" and "Clueless."  
  Rank 8: Movie 2266 - Reason: This film's blend of fantasy and romance appeals to the user's enjoyment of whimsical narratives, similar to "The Purple Rose of Cairo."  
  Rank 9: Movie 3044 - Reason: The thriller elements and complex plot reflect the user's interest in engaging mysteries, akin to "They Might Be Giants."  
  Rank 10: Movie 2836 - Reason: The coming-of-age romantic comedy aligns with the user's preference for youthful love stories, similar to "Clueless."