{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004686766,0.0002395105,0.0002275123,0.001481512,0.0002178298,0.0005745926,0.0002771404,0.0002446243,0.002190378],"category_scores_gemma":[0.001273016,0.0001285707,0.001107281,0.003086583,0.0002045586,0.0003738626,0.0006357781,0.0003966124,0.0006917191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213394,"about_ca_system_score_gemma":0.001669219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1235758,"about_ca_topic_score_gemma":0.1547512,"domain_scores_codex":[0.9995006,0.00009506307,0.00007140628,0.00008063383,0.0001298091,0.000122578],"domain_scores_gemma":[0.9992422,0.00004226117,0.0003812366,0.00003148843,0.0002308164,0.00007200496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001297843,0.0000138591,0.96764,0.0005177692,0.0007167354,0.0002004222,0.0001819195,0.0009256459,0.0004123719,0.0002130844,0.01043391,0.01861436],"study_design_scores_gemma":[0.000006540177,0.00004136508,0.9906905,0.0001859588,0.0001937755,0.0004081155,0.0003480165,0.0002161218,0.0001287633,0.00005172835,0.007718021,0.00001110638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7807925,0.03186229,0.001150802,0.003987015,0.000304452,0.00008890335,0.1630061,0.0002021256,0.0186059],"genre_scores_gemma":[0.9324353,0.01197457,0.001150674,0.0004841889,0.0001266219,0.00007527291,0.05129443,0.00002254729,0.002436254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1235758,"threshold_uncertainty_score":0.245713,"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."}}