{"id":"W2810651762","doi":"10.1111/dom.13448","title":"Acute vs cumulative benefits of metformin use in patients with type 2 diabetes and heart failure","year":2018,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alliance for Canadian Health Outcomes Research in Diabetes; McGill University; University of Alberta; McGill University Health Centre","funders":"Government of Canada","keywords":"Metformin; Medicine; Exacerbation; Hazard ratio; Confidence interval; Diabetes mellitus; Proportional hazards model; Internal medicine; Heart failure; Type 2 diabetes; Population; Cumulative dose; Endocrinology; Environmental health","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":[0.009170264,0.0005567441,0.0008276883,0.0006785988,0.0002783307,0.001340128,0.000731714,0.00096946,0.001597039],"category_scores_gemma":[0.01933837,0.000392774,0.003139647,0.0007307554,0.0003904791,0.001083817,0.001195046,0.001269608,0.0001091358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005254591,"about_ca_system_score_gemma":0.0005876018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002633574,"about_ca_topic_score_gemma":0.003267498,"domain_scores_codex":[0.996452,0.002159856,0.0002509652,0.0004598323,0.0003838915,0.000293389],"domain_scores_gemma":[0.9825362,0.01141306,0.003928445,0.001028216,0.0003759735,0.0007181141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005052833,0.0001705347,0.9820386,0.0001206329,0.002330971,0.000110689,0.00007305947,0.002910425,0.000127327,0.0001355959,0.00007476884,0.00685455],"study_design_scores_gemma":[0.0002436192,0.002555445,0.9757887,0.0001018007,0.002148972,0.00034579,0.0001837399,0.01739441,0.0001787065,0.0006582038,0.0003739839,0.0000266199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951966,0.003183681,0.0007361449,0.0002239068,0.00002078695,0.00001591353,0.0002746615,0.000008087337,0.0003402045],"genre_scores_gemma":[0.9989859,0.0003231067,0.0002939575,0.00005242866,0.00003623667,0.000008075067,0.0002309772,0.000002231845,0.00006709752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009170264,"threshold_uncertainty_score":0.04849756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009007983188584895,"score_gpt":0.2177925434071012,"score_spread":0.2087845602185164,"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."}}