{"id":"W2586280385","doi":"10.1097/ede.0000000000000634","title":"Metformin to Treat Cancer","year":2017,"lang":"en","type":"article","venue":"Epidemiology","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Metformin; Medicine; Cancer; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006536557,0.0001566763,0.0003653953,0.00002863239,0.0001995315,0.00001119575,0.0004439514,0.0001914339,0.0002458443],"category_scores_gemma":[0.001682132,0.0001300589,0.0001143851,0.00001979954,0.0001196162,0.000003969883,0.0001775773,0.00007727436,0.00009721471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001568179,"about_ca_system_score_gemma":0.00006038111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004192339,"about_ca_topic_score_gemma":0.0003076503,"domain_scores_codex":[0.9987214,0.000133173,0.0002429934,0.0004243345,0.00004314922,0.0004349443],"domain_scores_gemma":[0.9986993,0.00004967159,0.0001540605,0.0008694737,0.00005106416,0.000176427],"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":[0.0001063561,0.00002948328,0.03249727,0.00001988605,0.00007763858,0.000003198924,0.0000433962,0.00007527739,0.03093256,0.001757526,0.1697756,0.7646818],"study_design_scores_gemma":[0.0003118812,0.00009773891,0.01318119,0.000006833112,0.00002305063,0.000003288681,0.000007779235,0.00001020753,0.04391919,0.0009014879,0.941362,0.0001753752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7819686,0.2065878,0.0009021632,0.001518696,0.001194667,0.0002053186,0.00005686479,0.00001656214,0.007549307],"genre_scores_gemma":[0.8041841,0.1444856,0.004332856,0.02655517,0.005589892,0.0005593729,0.0001097374,0.00008143341,0.01410181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7715864,"threshold_uncertainty_score":0.5303646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0768339750836572,"score_gpt":0.4129925285001421,"score_spread":0.3361585534164849,"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."}}