{"id":"W2215231357","doi":"10.1158/1055-9965.epi-15-1008","title":"Association between Metformin Use and Mortality after Cervical Cancer in Older Women with Diabetes","year":2016,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Princess Margaret Cancer Centre; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cervical cancer; Metformin; Interquartile range; Diabetes mellitus; Internal medicine; Proportional hazards model; Cumulative dose; Retrospective cohort study; Population; Cancer; Cohort study; Oncology; Gynecology; Endocrinology","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":[0.0003015872,0.0001305596,0.00017147,0.0004790524,0.0002350126,0.0003005387,0.0002163004,0.0002055795,0.0008712299],"category_scores_gemma":[0.001769637,0.00008706552,0.0003511755,0.0007099948,0.0001134029,0.0001397576,0.0002007613,0.000309621,0.00005620646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032365,"about_ca_system_score_gemma":0.0006783152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06003048,"about_ca_topic_score_gemma":0.1020012,"domain_scores_codex":[0.9998266,0.00002409632,0.00001672274,0.00003439219,0.0000557338,0.00004251062],"domain_scores_gemma":[0.9990615,0.0001165566,0.0005910704,0.00004140826,0.00009937921,0.00009013827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006559731,0.000007363627,0.9982871,0.00001773138,0.00003781283,0.00002786355,0.00001371411,0.00003316751,0.00006227181,0.000006541704,0.0000666471,0.001374227],"study_design_scores_gemma":[0.000003246972,0.00002336943,0.9995891,0.000009359686,0.00002898679,0.00005704232,0.0000200932,0.00008151415,0.00002010664,0.000005986048,0.0001601295,9.701496e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954047,0.002409452,0.00005295126,0.0001377954,0.000009595036,0.00001068543,0.00121892,0.000003370813,0.0007525666],"genre_scores_gemma":[0.9985353,0.0006262871,0.00004987248,0.00003117406,0.00001146329,0.00000479885,0.0006113952,5.54475e-7,0.0001293058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06003048,"threshold_uncertainty_score":0.1193622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02398868907416465,"score_gpt":0.3121776389569175,"score_spread":0.2881889498827529,"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."}}