{"id":"W2158731007","doi":"10.1158/1940-6207.capr-10-0157","title":"Metformin and Cancer Risk in Diabetic Patients: A Systematic Review and Meta-analysis","year":2010,"lang":"en","type":"review","venue":"Cancer Prevention Research","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":912,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Metformin; Cancer; Internal medicine; Population; Oncology; Incidence (geometry); Relative risk; Meta-analysis; Breast cancer; Cochrane Library; Colorectal cancer; Diabetes mellitus; Prostate cancer; Confidence interval; Insulin; Endocrinology; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008286824,0.002122547,0.01355214,0.006215493,0.0004094437,0.001853482,0.001809813,0.00151006,0.002296755],"category_scores_gemma":[0.01989984,0.001274434,0.01747561,0.008300614,0.000371154,0.001002864,0.001086784,0.0009980805,0.0001911847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002001366,"about_ca_system_score_gemma":0.002818851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005228502,"about_ca_topic_score_gemma":0.01238879,"domain_scores_codex":[0.9952426,0.002486046,0.001191908,0.0004001961,0.0005500351,0.0001292701],"domain_scores_gemma":[0.9903674,0.007075275,0.001498191,0.0002463594,0.0006646006,0.0001481667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002031532,0.00004278292,0.004792669,0.4961194,0.4588732,0.0002599796,0.00008696235,0.0008251671,0.0002433429,0.0001899077,0.00123641,0.03529875],"study_design_scores_gemma":[0.0005976681,0.0002696038,0.005370542,0.03402958,0.9554363,0.0002676624,0.00004629088,0.0002777029,0.0001905619,0.0002585019,0.003226003,0.00002947004],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002133355,0.9971153,0.0002437323,0.00008598432,0.0000612263,0.00009426497,0.000157138,0.000009654822,0.00009937753],"genre_scores_gemma":[0.0547678,0.9427261,0.001426597,0.0002182621,0.0001011853,0.0003424557,0.0002817642,0.000008935936,0.0001268722],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01355214,"threshold_uncertainty_score":0.04382539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027141917388686,"score_gpt":0.4497558095548739,"score_spread":0.3470416178160053,"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."}}