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 628:Primal Fear (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Arrogant attorney defends altar boy in complex murder case.), Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.), Movie 1231:The Right Stuff (Genres: Drama, History; Language: en; Overview: Overview of Mercury astronauts shaping America's early space program.), Movie 1258:The Shining (Genres: Horror, Thriller; Language: en; Overview: Jack Torrance takes a winter caretaker job, facing unseen madness.), Movie 1263:The Deer Hunter (Genres: Drama, War; Language: en; Overview: Friends enlist in Vietnam War, face chaos, return changed.), Movie 1299:The Killing Fields (Genres: War, Drama, History; Language: en; Overview: Journalists' friendship endures during Cambodia's tragic Khmer Rouge era.), Movie 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.), Movie 2401:Pale Rider (Genres: Romance, Western; Language: en; Overview: A preacher arrives to help miners against a ruthless landowner.), Movie 3783:Croupier (Genres: Drama, Thriller; Language: en; Overview: Aspiring writer becomes croupier, struggles with gambling's consequences on life.), Movie 3793:X-Men (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rogue and Wolverine join X-Men to fight a terrorist organization.)
  There are 10 Candidates for recommendation: Movie 3692:Class of Nuke 'Em High (Genres: Horror, Comedy, Science Fiction; Language: en; Overview: High school students exhibit strange behavior after contaminated drugs usage.), Movie 195:Something to Talk About (Genres: Comedy; Language: en; Overview: Julia Roberts stars as Grace in a compelling, ensemble drama.),, Movie 1226:The Quiet Man (Genres: Comedy, Drama, Romance; Language: en; Overview: Sean returns home, loves Mary Kate, conflicts with her brother.),, Movie 3:Grumpier Old Men (Genres: Romance, Comedy; Language: en; Overview: Wedding feud reignites between neighbors; divorcée stirs romantic tensions.),, Movie 117:The Young Poisoner's Handbook (Genres: Comedy, Crime, Drama; Language: en; Overview: Young man's toxic obsession leads to madness and experimental murder.),, Movie 2098:Son of Flubber (Genres: Comedy, Family, Romance; Language: en; Overview: Absent-minded professor uses "flubber" to save Medfield College from developer.),, Movie 2949:Dr. No (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond faces Dr. No to save the U.S. space program.),, Movie 724:The Craft (Genres: Drama, Fantasy, Horror, Thriller; Language: en; Overview: New student joins teen witches, using powers against rivals and adults.),, Movie 3536:Keeping the Faith (Genres: Comedy; Language: en; Overview: Childhood friends navigate love triangle with returning corporate executive Anna.),, Movie 2736:Brighton Beach Memoirs (Genres: Comedy, Drama, Romance; Language: en; Overview: Eugene recounts his challenging adolescence in a crowded household.),
  
  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 1226 - Reason: This movie blends comedy and romance, offering a light-hearted narrative that contrasts with the more intense dramas in the user's history, appealing to a broader emotional spectrum.  
  Rank 2: Movie 117 - Reason: The mix of comedy and crime in this film aligns with the user's enjoyment of complex narratives, as seen in their preference for movies with dramatic twists and character depth.  
  Rank 3: Movie 3536 - Reason: This film features themes of friendship and romantic entanglements, resonating with the user's interest in character-driven stories, similar to their choices like "The Deer Hunter."  
  Rank 4: Movie 3 - Reason: The comedic elements combined with romance provide a nostalgic feel, appealing to the user's broader interest in relationship dynamics, as seen in their history.  
  Rank 5: Movie 2098 - Reason: The family-friendly comedy aspect may attract the user, offering a whimsical storyline that contrasts with the more serious themes present in their watched films.  
  Rank 6: Movie 2949 - Reason: The action and adventure elements align with the user's interest in thrilling narratives, reminiscent of their viewing history with "Raiders of the Lost Ark."  
  Rank 7: Movie 724 - Reason: The blend of drama and horror with supernatural elements captures the user's interest in psychologically intense narratives, similar to "The Shining."  
  Rank 8: Movie 3692 - Reason: The combination of horror and comedy offers a unique take on high school dynamics, appealing to the user's interest in unconventional storytelling, akin to "Croupier."  
  Rank 9: Movie 195 - Reason: This comedic drama features ensemble storytelling that resonates with the user's appreciation for character relationships, as highlighted in their viewing history.  
  Rank 10: Movie 2736 - Reason: This coming-of-age narrative explores family dynamics and personal growth, aligning with the user's interest in character-driven stories, akin to "The Deer Hunter."
rejected: Rank 1: Movie 1226 - Reason: This movie blends comedy and romance, offering a light-hearted narrative that contrasts with the more intense dramas in the user's history, appealing to a broader emotional spectrum.  
  Rank 2: Movie 117 - Reason: The mix of comedy and crime in this film aligns with the user's enjoyment of complex narratives, as seen in their preference for movies with dramatic twists and character depth.  
  Rank 3: Movie 724 - Reason: The blend of drama and horror with supernatural elements captures the user's interest in psychologically intense narratives, similar to "The Shining."  
  Rank 4: Movie 2949 - Reason: The action and adventure elements align with the user's interest in thrilling narratives, reminiscent of their viewing history with "Raiders of the Lost Ark."  
  Rank 5: Movie 3692 - Reason: The combination of horror and comedy offers a unique take on high school dynamics, appealing to the user's interest in unconventional storytelling, akin to "Croupier."  
  Rank 6: Movie 195 - Reason: This comedic drama features ensemble storytelling that resonates with the user's appreciation for character relationships, as highlighted in their viewing history.  
  Rank 7: Movie 2098 - Reason: The family-friendly comedy aspect may attract the user, offering a whimsical storyline that contrasts with the more serious themes present in their watched films.  
  Rank 8: Movie 3 - Reason: The comedic elements combined with romance provide a nostalgic feel, appealing to the user's broader interest in relationship dynamics, as seen in their history.  
  Rank 9: Movie 2736 - Reason: This coming-of-age narrative explores family dynamics and personal growth, aligning with the user's interest in character-driven stories, akin to "The Deer Hunter."
  Rank 10: Movie 3536 - Reason: This film features themes of friendship and romantic entanglements, resonating with the user's interest in character-driven stories, similar to their choices like "The Deer Hunter."  