{"id":"W2560060872","doi":"10.1200/jco.2016.70.5327","title":"Obesity and Cancer: Insights for Clinicians","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Breast Cancer Research Foundation; American Institute for Cancer Research; U.S. Department of Health and Human Services","keywords":"Medicine; Cancer; Obesity; Internal medicine","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":[0.00117359,0.00007386026,0.001005183,0.00005385413,0.00002899317,0.000003005626,0.00006436103,0.0002660907,0.0000782185],"category_scores_gemma":[0.002046703,0.0000365156,0.0003305111,0.00003733773,0.0001827915,0.00006844856,0.00002124642,0.000281513,0.000003325073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009198494,"about_ca_system_score_gemma":0.001095123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003462805,"about_ca_topic_score_gemma":0.0001946255,"domain_scores_codex":[0.9981977,0.00008481876,0.001330139,0.0001246358,0.0001282782,0.0001344655],"domain_scores_gemma":[0.9958025,0.002551678,0.0009350473,0.00009414036,0.0003031757,0.0003134881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00277429,0.0003951745,0.2796681,0.00001640871,0.0001631854,0.00005037044,0.00004980564,1.517936e-7,0.0001998335,0.0001993299,0.01082824,0.7056551],"study_design_scores_gemma":[0.007093889,0.007184776,0.3892358,0.0001013509,0.0002187081,0.00005100625,0.0000251714,0.000006134192,0.00007386701,0.00107264,0.5948911,0.0000455213],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746659,0.00156129,0.0007259544,0.02033157,0.001944322,0.0001556604,0.000008046135,0.000005332687,0.0006019761],"genre_scores_gemma":[0.9803957,0.01232765,0.00101136,0.003101918,0.002611244,0.000003523506,2.066639e-7,0.000009667992,0.0005387038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7056096,"threshold_uncertainty_score":0.2450243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1944351647876622,"score_gpt":0.5321156970189881,"score_spread":0.3376805322313259,"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."}}