{"id":"W2114687869","doi":"10.1158/1055-9965.epi-14-0056","title":"The Use of Metformin in Patients with Prostate Cancer and the Risk of Death","year":2014,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research; Jewish General Hospital; McGill University","keywords":"Medicine; Metformin; Prostate cancer; Cancer; Internal medicine; Relative risk; Cohort; Confidence interval; Cohort study; Odds ratio; Type 2 diabetes; Oncology; Diabetes mellitus; Gynecology; Endocrinology; Insulin","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001094627,0.0001920081,0.0004440674,0.000711025,0.0002793137,0.0006322083,0.0004166138,0.0005007063,0.001014551],"category_scores_gemma":[0.007579905,0.0002048568,0.0007237555,0.001343951,0.000215919,0.0003301644,0.0003983885,0.0008284987,0.0001237842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005613354,"about_ca_system_score_gemma":0.0004591969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004807756,"about_ca_topic_score_gemma":0.005225874,"domain_scores_codex":[0.9990446,0.0003691953,0.0001265785,0.000169335,0.0001967992,0.00009356708],"domain_scores_gemma":[0.9919434,0.00159364,0.005512593,0.0002316952,0.0003291257,0.000389596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002195724,0.00002117749,0.9978962,0.00005236103,0.0001855707,0.0000449856,0.00002049729,0.00005435545,0.00004117393,0.0000130091,0.00008586451,0.001365247],"study_design_scores_gemma":[0.00002005873,0.000107997,0.9989371,0.00003254735,0.0001427256,0.0002421284,0.00003125515,0.0001867891,0.00003686843,0.00003468178,0.0002231327,0.00000469817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887356,0.00923501,0.0001275934,0.0003073149,0.00003609468,0.00001281987,0.0009140206,0.000006011181,0.0006254602],"genre_scores_gemma":[0.9984061,0.0009999368,0.00009715284,0.00005969753,0.00003390451,0.000008096877,0.0003397987,0.000001026544,0.0000542444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004807756,"threshold_uncertainty_score":0.009559572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205800999674389,"score_gpt":0.2837247887981741,"score_spread":0.2631446888307352,"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."}}