{"id":"W2013047715","doi":"10.2337/dc12-0788","title":"Metformin and the Risk of Cancer","year":2012,"lang":"en","type":"review","venue":"Diabetes Care","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":529,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Metformin; Observational study; Medicine; Meta-analysis; Cancer; Randomized controlled trial; Clinical study design; Publication bias; Oncology; Internal medicine; Diabetes mellitus; Clinical trial; Endocrinology","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":[0.002887599,0.000213921,0.0004058737,0.001263178,0.0003413717,0.001181954,0.0004232585,0.000931115,0.002299667],"category_scores_gemma":[0.01569384,0.0001541,0.0008666913,0.002297588,0.0003999675,0.0005545121,0.0006950691,0.001451709,0.0002262084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007079658,"about_ca_system_score_gemma":0.0008035497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002324213,"about_ca_topic_score_gemma":0.001560216,"domain_scores_codex":[0.9968586,0.001680113,0.0003630998,0.0003768733,0.0005734831,0.0001477136],"domain_scores_gemma":[0.9888109,0.004062875,0.00559974,0.0004218511,0.0006242131,0.0004802525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001585324,0.0001546325,0.8746635,0.00245496,0.003328521,0.0006417517,0.0002499814,0.001077096,0.0003169405,0.007310086,0.006104699,0.1021125],"study_design_scores_gemma":[0.00009955317,0.000326878,0.9568242,0.001791196,0.001270796,0.001760813,0.0002182937,0.001298101,0.0002995242,0.009941733,0.0261234,0.00004548107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2992219,0.6591209,0.001774485,0.02250317,0.001251114,0.00007471375,0.003030616,0.00003458656,0.01298852],"genre_scores_gemma":[0.9099938,0.08434997,0.001475358,0.001369078,0.001233458,0.00005713373,0.0007651611,0.000008133776,0.0007478686],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002887599,"threshold_uncertainty_score":0.01527125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476696931668769,"score_gpt":0.2881269382639646,"score_spread":0.2733599689472769,"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."}}