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 218:Boys on the Side (Genres: Comedy, Drama; Language: en; Overview: Three women embark on a journey, overcoming differences and challenges.), Movie 349:Clear and Present Danger (Genres: Action, Drama, Thriller; Language: en; Overview: CIA Analyst Jack Ryan confronts an illegal war against drug cartels.), Movie 356:Forrest Gump (Genres: Comedy, Drama, Romance; Language: en; Overview: Forrest Gump: determination and love triumph over challenges and limitations.), Movie 516:Renaissance Man (Genres: Comedy, War; Language: en; Overview: Danny DeVito teaches Army recruits after losing his advertising job.), Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Movie 1794:Love and Death on Long Island (Genres: Drama, Romance, Foreign; Language: en; Overview: Widower Giles falls for movie star Ronnie, investigates, and travels.), Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.), Movie 2268:A Few Good Men (Genres: Drama; Language: en; Overview: Military lawyers uncover hazing implicating high-ranking officials in murder case.), Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.), Movie 3255:A League of Their Own (Genres: Comedy; Language: en; Overview: Sisters join women’s baseball league, facing challenges and triumphs together.)
  There are 10 Candidates for recommendation: Movie 3697:Predator 2 (Genres: Science Fiction, Action, Thriller; Language: en; Overview: Mercenaries confront returning alien in Los Angeles; chaos ensues.),, Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.),, Movie 1821:The Object of My Affection (Genres: Comedy, Drama, Romance; Language: en; Overview: Pregnant social worker chooses gay best friend over her boyfriend.),, Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.),, Movie 1946:Marty (Genres: Drama, Romance; Language: en; Overview: Marty, a bachelor, finds connection with Clara despite pressure.),, Movie 2959:Fight Club (Genres: Drama; Language: en; Overview: Insomniac and salesman create therapy; fight clubs spiral out-of-control.),, Movie 3782:Shaft's Big Score! (Genres: Action, Adventure, Crime, Mystery; Language: en; Overview: John Shaft returns to solve a client's murder case.), Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.),, Movie 525:The Saint of Fort Washington (Genres: Drama; Language: en; Overview: Matthew, homeless schizophrenic, finds mentorship and friendship with Jerry.),, Movie 3233:Smashing Time (Genres: Comedy; Language: en; Overview: Two women seek fame in London, corrupted by money's allure.),
  
  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 2959 - Reason: This movie explores themes of identity and societal norms, resonating with the user's interest in complex and dramatic narratives as seen in "The Silence of the Lambs" and "Forrest Gump."  
  Rank 2: Movie 3233 - Reason: The comedic elements and focus on female friendship in this film align with the user's enjoyment of comedies like "Boys on the Side" and "A League of Their Own."  
  Rank 3: Movie 3697 - Reason: The thrilling action and science fiction aspects match the user's interest in suspenseful storytelling, similar to "Clear and Present Danger."  
  Rank 4: Movie 1821 - Reason: The intertwining of romance and drama in this film reflects the user's appreciation for complex relationships, as seen in "Forrest Gump" and "Love and Death on Long Island."  
  Rank 5: Movie 1704 - Reason: This movie's focus on personal growth and emotional depth resonates with the user's preference for character-driven stories, like "The Shawshank Redemption."  
  Rank 6: Movie 318 - Reason: The themes of hope and resilience in this film align with the user's interest in powerful narratives, similar to "Forrest Gump" and "A Few Good Men."  
  Rank 7: Movie 525 - Reason: The exploration of friendship and personal challenges in this film connects with the user's appreciation for dramas that highlight human connections, as seen in "Boys on the Side."  
  Rank 8: Movie 1946 - Reason: This film's romantic undertones and focus on personal connection resonate with the user's taste for heartfelt stories, similar to "Love and Death on Long Island."  
  Rank 9: Movie 2011 - Reason: The blend of adventure and comedy in this movie aligns with the user's enjoyment of light-hearted, fun narratives, as seen in "A League of Their Own."  
  Rank 10: Movie 3782 - Reason: The combination of action and mystery elements in this film appeals to the user's interest in thrilling narratives, akin to "Clear and Present Danger."
rejected: Rank 1: Movie 3697 - Reason: The thrilling action and science fiction aspects match the user's interest in suspenseful storytelling, similar to "Clear and Present Danger."  
  Rank 2: Movie 1704 - Reason: This movie's focus on personal growth and emotional depth resonates with the user's preference for character-driven stories, like "The Shawshank Redemption."  
  Rank 3: Movie 318 - Reason: The themes of hope and resilience in this film align with the user's interest in powerful narratives, similar to "Forrest Gump" and "A Few Good Men."  
  Rank 4: Movie 525 - Reason: The exploration of friendship and personal challenges in this film connects with the user's appreciation for dramas that highlight human connections, as seen in "Boys on the Side."  
  Rank 5: Movie 3233 - Reason: The comedic elements and focus on female friendship in this film align with the user's enjoyment of comedies like "Boys on the Side" and "A League of Their Own."  
  Rank 6: Movie 1946 - Reason: This film's romantic undertones and focus on personal connection resonate with the user's taste for heartfelt stories, similar to "Love and Death on Long Island."  
  Rank 7: Movie 2959 - Reason: This movie explores themes of identity and societal norms, resonating with the user's interest in complex and dramatic narratives as seen in "The Silence of the Lambs" and "Forrest Gump."  
  Rank 8: Movie 3782 - Reason: The combination of action and mystery elements in this film appeals to the user's interest in thrilling narratives, akin to "Clear and Present Danger."
  Rank 9: Movie 2011 - Reason: The blend of adventure and comedy in this movie aligns with the user's enjoyment of light-hearted, fun narratives, as seen in "A League of Their Own."  
  Rank 10: Movie 1821 - Reason: The intertwining of romance and drama in this film reflects the user's appreciation for complex relationships, as seen in "Forrest Gump" and "Love and Death on Long Island."  