{"id":"W3167217140","doi":"10.1038/s41523-021-00275-z","title":"Effect of metformin versus placebo on metabolic factors in the MA.32 randomized breast cancer trial","year":2021,"lang":"en","type":"article","venue":"npj Breast Cancer","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Université Laval; McMaster University; Juravinski Cancer Centre; University of British Columbia; Saint John Regional Hospital; Roche (Canada); BC Cancer Agency; Niagara Health System; Grand River Hospital; Queen's University; Princess Margaret Cancer Centre; Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; Statistics Canada; University of Toronto","funders":"National Cancer Institute; Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Ontario Institute for Cancer Research; Breast Cancer Research Foundation","keywords":"Metformin; Placebo; Medicine; Breast cancer; Oncology; Internal medicine; Randomized controlled trial; Cancer; Insulin; Pathology; Alternative medicine","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":[0.001322289,0.001317723,0.00310589,0.0004045756,0.0003355596,0.000918846,0.0005284307,0.001650323,0.004400579],"category_scores_gemma":[0.002364974,0.0004094324,0.001314966,0.0003294437,0.0005321423,0.0006419803,0.0003394388,0.001768972,0.0005306765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000569027,"about_ca_system_score_gemma":0.0006159607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005506956,"about_ca_topic_score_gemma":0.001155241,"domain_scores_codex":[0.9990582,0.0006517603,0.00005577474,0.0001051318,0.00005165005,0.00007755247],"domain_scores_gemma":[0.9994018,0.0001839031,0.00020076,0.0000379851,0.00003071935,0.000144804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.987632,0.0009146261,0.0007328734,0.0004079889,0.0006474895,0.00002579177,0.00001225109,0.0001821324,0.001846297,0.00009001439,0.0005730127,0.006935511],"study_design_scores_gemma":[0.9222959,0.06736375,0.005786195,0.0001343137,0.001648103,0.00005015812,0.00002399156,0.0008362347,0.0006315272,0.0003966998,0.0008106328,0.00002248895],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822573,0.01178779,0.0002916358,0.00138543,0.000731629,0.0009106655,0.0006015904,0.00009480551,0.001939248],"genre_scores_gemma":[0.9935183,0.001540714,0.000483726,0.0006721849,0.0003793946,0.00120217,0.000330922,0.000009368718,0.001863283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004400579,"threshold_uncertainty_score":0.01472139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101743293740794,"score_gpt":0.2891731375598405,"score_spread":0.2789988081857611,"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."}}