{"title":"Best Doctor Movies","theme":"doctor","url":"https://framethrower.ai/list/doctor","source":"FrameThrower","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/","scope":"Covers these measurements only — the ratios, counts and rankings computed by FrameThrower. The film frames they are derived from are not licensed and no rights to them are granted.","attribution":"FrameThrower — https://framethrower.ai"},"method":"Per-frame tags (shot size, lighting key, time of day, camera angle, colour, visible objects) aggregated across the films carrying this theme, expressed as a ratio against the same measurement over the whole catalogue. Films ranked by how closely they match the theme's over-indexed elements, weighted by how distinctive each element is; one film per series.","sample":{"films":51,"listedFilms":29,"frames":3812,"baselineFrames":404689},"signature":[{"element":"trench coat","timesMoreCommonThanBaseline":1.87,"shareOfThemeFrames":0.00307,"shareOfCatalogueFrames":0.00164,"observedInFrames":67},{"element":"door","timesMoreCommonThanBaseline":1.82,"shareOfThemeFrames":0.00348,"shareOfCatalogueFrames":0.00191,"observedInFrames":76},{"element":"pillow","timesMoreCommonThanBaseline":1.73,"shareOfThemeFrames":0.00394,"shareOfCatalogueFrames":0.00228,"observedInFrames":86},{"element":"desk","timesMoreCommonThanBaseline":1.54,"shareOfThemeFrames":0.0038,"shareOfCatalogueFrames":0.00247,"observedInFrames":83}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"v4_lighting_key","value":"natural","shareOfThemeFrames":0.338,"shareOfCatalogueFrames":0.436,"ratio":0.78},{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8614,"shareOfCatalogueFrames":0.6903,"ratio":1.25}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.41,"ratio":0.9},{"hue":"blue","share":0.223,"ratio":1.28},{"hue":"red","share":0.144,"ratio":0.95},{"hue":"yellow","share":0.071,"ratio":0.93}],"meanSaturation":0.222,"baselineSaturation":0.234,"meanLuminance":0.432,"baselineLuminance":0.434},"films":[{"rank":1,"title":"Before I Go to Sleep","year":2014,"director":"Rowan Joffé","cinematographer":"Ben Davis","exemplarScore":1.663,"framesIndexed":222,"url":"https://framethrower.ai/film/before-i-go-to-sleep-2014"},{"rank":2,"title":"Nosferatu the Vampyre (Nosferatu Phantom Der Nacht)","year":1979,"director":"Werner Herzog","cinematographer":"Jörg Schmidt-Reitwein","exemplarScore":1.581,"framesIndexed":61,"url":"https://framethrower.ai/film/nosferatu-the-vampyre-nosferatu-phantom-der-nacht-1979"},{"rank":3,"title":"Saw IV","year":null,"director":"Darren Lynn Bousman","cinematographer":"David A. Armstrong","exemplarScore":1.381,"framesIndexed":65,"url":"https://framethrower.ai/film/saw-iv"},{"rank":4,"title":"Eyes Wide Shut","year":1999,"director":"Stanley Kubrick","cinematographer":"Larry Smith","exemplarScore":1.319,"framesIndexed":60,"url":"https://framethrower.ai/film/eyes-wide-shut-1999"},{"rank":5,"title":"The Wedding Planner","year":2001,"director":"Adam Shankman","cinematographer":"Julio Macat","exemplarScore":1.303,"framesIndexed":118,"url":"https://framethrower.ai/film/the-wedding-planner-2001"},{"rank":6,"title":"Crimes and Misdemeanors","year":1989,"director":"Woody Allen","cinematographer":"Sven Nykvist","exemplarScore":1.113,"framesIndexed":64,"url":"https://framethrower.ai/film/crimes-and-misdemeanors-1989"},{"rank":7,"title":"Halloween III: Season of the Witch","year":1982,"director":"Tommy Lee Wallace","cinematographer":"Dean Cundey","exemplarScore":1.099,"framesIndexed":152,"url":"https://framethrower.ai/film/halloween-iii-season-of-the-witch-1982"},{"rank":8,"title":"The Dead Zone","year":1983,"director":"David Cronenberg","cinematographer":"Mark Irwin","exemplarScore":1,"framesIndexed":65,"url":"https://framethrower.ai/film/the-dead-zone-1983"},{"rank":9,"title":"Open Range","year":2003,"director":"Kevin Costner","cinematographer":"J. Michael Muro","exemplarScore":0.911,"framesIndexed":65,"url":"https://framethrower.ai/film/open-range-2003"},{"rank":10,"title":"Spider-Man 2","year":2004,"director":"Sam Raimi","cinematographer":"Bill Pope","exemplarScore":0.77,"framesIndexed":67,"url":"https://framethrower.ai/film/spider-man-2-2004"}],"outlier":{"title":"Doctor Strange","year":2016,"exemplarScore":0,"note":"Carries the least of what the rest of the list is made of."}}