{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001588743,0.001263752,0.002626359,0.0007747543,0.0004563846,0.0006988498,0.0007787855,0.001737206,0.008568683],"category_scores_gemma":[0.002522343,0.0004839019,0.001377396,0.0005891948,0.0005351436,0.0006168278,0.0004600454,0.002258813,0.0007837299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000722949,"about_ca_system_score_gemma":0.001775164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00176123,"about_ca_topic_score_gemma":0.005200092,"domain_scores_codex":[0.999164,0.0004801322,0.00007007224,0.00008509978,0.00007111655,0.0001296563],"domain_scores_gemma":[0.9987574,0.0003401636,0.0002792809,0.0001203839,0.00008987927,0.0004128881],"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":[0.9783628,0.008173551,0.0003659395,0.0002672809,0.0002971979,0.00003900281,0.00001604594,0.00007167089,0.002972916,0.0000438853,0.0007918856,0.008597825],"study_design_scores_gemma":[0.595689,0.3859829,0.01176581,0.00011861,0.0007195662,0.00006408594,0.00003553291,0.0006164051,0.002521937,0.0001236675,0.002327797,0.00003478949],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841142,0.007693324,0.0001759138,0.0005696669,0.0006170706,0.002619579,0.001152704,0.0001094749,0.002948189],"genre_scores_gemma":[0.9836976,0.003062994,0.001047157,0.000782273,0.0004299782,0.004425377,0.001368419,0.00002704706,0.005159084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008568683,"threshold_uncertainty_score":0.02866507,"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."}}