{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009115683,0.0006855345,0.0006157884,0.001222154,0.0004092993,0.001355659,0.0008031884,0.001342731,0.02288799],"category_scores_gemma":[0.002623858,0.0001493953,0.0006868964,0.0007804493,0.0004481838,0.001051564,0.001394889,0.00283646,0.01011551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007186099,"about_ca_system_score_gemma":0.0009281128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000919258,"about_ca_topic_score_gemma":0.002239633,"domain_scores_codex":[0.9993562,0.0002086047,0.00006330172,0.00008839073,0.0002220048,0.00006144336],"domain_scores_gemma":[0.9993223,0.000171256,0.0001205587,0.00005955405,0.0001812869,0.0001449915],"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":[0.0002406298,0.0001665269,0.0005848579,0.002949374,0.0001410722,0.0002588541,0.00008810115,0.0002542549,0.001190715,0.0283603,0.2972938,0.6684715],"study_design_scores_gemma":[0.0000779086,0.0001012065,0.0004028544,0.000793886,0.00003463206,0.0003433452,0.00001674412,0.00006119322,0.000257141,0.005479067,0.9924225,0.000009420285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.003762648,0.7708484,0.005433431,0.0548794,0.02701309,0.0002308643,0.002242784,0.0005811146,0.1350083],"genre_scores_gemma":[0.04405833,0.7240638,0.009946477,0.08656217,0.02162702,0.0004965563,0.004261604,0.0002751846,0.1087089],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02288799,"threshold_uncertainty_score":0.07656789,"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."}}