{"id":"W4206098909","doi":"10.1002/oby.23355","title":"Global, regional, and national burden of cancers attributable to excess body weight in 204 countries and territories, 1990 to 2019","year":2022,"lang":"en","type":"article","venue":"Obesity","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; McGill University","funders":"Shahid Beheshti University of Medical Sciences; Cancer Research UK","keywords":"Medicine; Demography; Attributable risk; Disease burden; Burden of disease; Public health; Environmental health; Cancer; Population; Gerontology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001678209,0.00008198876,0.0002254685,0.00006781246,0.00009630329,0.00001230642,0.00005865462,0.00002865435,0.0001596685],"category_scores_gemma":[0.00002481549,0.00008180304,0.00001601226,0.0002595455,0.00004688325,0.00005737609,0.0001232068,0.0000727855,0.000001247093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006890228,"about_ca_system_score_gemma":0.0003375402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08077417,"about_ca_topic_score_gemma":0.0055686,"domain_scores_codex":[0.999122,0.00001812386,0.0001404472,0.0002046929,0.0003701614,0.0001446307],"domain_scores_gemma":[0.9996353,0.00002888358,0.00003899194,0.00009506952,0.00008117688,0.0001206162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003186512,0.00003843629,0.8831304,0.00005352726,0.00002252916,0.000008900576,0.000555023,0.000160543,0.0001587141,0.0007043753,0.1147351,0.0001138],"study_design_scores_gemma":[0.0006012479,0.000161261,0.4858286,0.0000359517,0.00001396696,0.00001293076,0.0001933844,0.000033937,0.0000644608,0.0001247113,0.5128477,0.00008185722],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932464,0.00150838,0.00000964708,0.003496707,0.0001931565,0.0002632524,0.0009695044,0.000008794413,0.0003041861],"genre_scores_gemma":[0.9981955,0.0002637061,0.00006651133,0.0006646304,0.0001557889,0.00002700156,0.00006942812,0.000005347284,0.0005521446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3981126,"threshold_uncertainty_score":0.925347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417996643949046,"score_gpt":0.2866283429544824,"score_spread":0.2724483765149919,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}