{"id":"W1990879130","doi":"10.1093/jnci/djv006","title":"Effect of Metformin vs Placebo on and Metabolic Factors in NCIC CTG MA.32","year":2015,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Saskatchewan Cancer Agency; University of Toronto; Hamilton Health Sciences; University of Alberta; Université Laval; University of British Columbia; Ontario Institute for Cancer Research","funders":"National Cancer Institute; Canadian Cancer Society Research Institute; Cancer Research UK; Breast Cancer Research Foundation","keywords":"Medicine; Metformin; Placebo; Internal medicine; Breast cancer; Body mass index; Leptin; Insulin; Endocrinology; Diabetes mellitus; Univariate analysis; Oncology; Cancer; Obesity; Multivariate analysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089248,0.0001235056,0.0002642242,0.0001057374,0.00003045807,0.0000109652,0.0002197557,0.00008176472,0.000009794528],"category_scores_gemma":[0.0004914303,0.00007556633,0.0001122604,0.0001352492,0.00008928555,0.00002105277,0.00004833113,0.0001523314,6.014927e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007080031,"about_ca_system_score_gemma":0.0004432147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004822932,"about_ca_topic_score_gemma":0.0001080669,"domain_scores_codex":[0.998884,0.0001122328,0.0002955234,0.0001120989,0.0004743525,0.0001218532],"domain_scores_gemma":[0.9992473,0.000034466,0.0002940401,0.00008854298,0.0002558528,0.00007978418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02730048,0.0008830489,0.2408148,0.0007292769,0.003024044,0.00002605856,0.002353319,0.06192724,0.2393607,0.007868521,0.06631386,0.3493987],"study_design_scores_gemma":[0.00339442,0.0004451745,0.01397833,0.00008015284,0.00009251938,0.00001993214,0.00001906194,0.00003114723,0.5857968,0.0002874406,0.3957105,0.000144421],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481042,0.04998559,0.000009637254,0.00005847489,0.001244076,0.0001148667,0.0000393815,9.985462e-7,0.00044276],"genre_scores_gemma":[0.9931568,0.005765163,0.00004825188,0.0003010043,0.0006011249,0.000009722429,0.000004507336,0.000008842538,0.0001045785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3492543,"threshold_uncertainty_score":0.3081506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03015853478443211,"score_gpt":0.3236887093802435,"score_spread":0.2935301745958114,"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."}}