{"id":"W4290791415","doi":"10.1016/j.jcjd.2022.08.002","title":"Patterns and Patients’ Characteristics Associated With Use of Sodium-Glucose Cotransporter-2 Inhibitors Among Adults With Type 2 Diabetes: A Population-based Cohort Study","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"Alberta Health; M.S.I. Foundation","keywords":"Medicine; Diabetes mellitus; Cohort; Odds ratio; Type 2 diabetes; Retrospective cohort study; Internal medicine; Confidence interval; Medical prescription; Cohort study; Logistic regression; Population; Renal function; Endocrinology; Environmental health; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006477705,0.000407035,0.0006680809,0.0008867854,0.0008472758,0.001189345,0.0006428531,0.001051925,0.00186859],"category_scores_gemma":[0.001591587,0.0007016115,0.001374067,0.002003342,0.0003848548,0.001069265,0.0006876929,0.001362972,0.0003029858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007185315,"about_ca_system_score_gemma":0.0007027595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03555657,"about_ca_topic_score_gemma":0.03880434,"domain_scores_codex":[0.9991645,0.0001340418,0.0001121916,0.0002639428,0.0001398082,0.0001855697],"domain_scores_gemma":[0.9987709,0.0001342625,0.0004832764,0.0001256621,0.0001888452,0.0002970134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001200273,0.00008319451,0.9989905,0.000005899309,0.0001345966,0.00005723276,0.00007601106,0.00001815323,0.0001298889,0.00001217528,0.0001016622,0.0002706581],"study_design_scores_gemma":[0.00001199669,0.00007462827,0.9992753,0.000003725025,0.0000453575,0.000107406,0.000284569,0.00008861711,0.00001499088,0.00001142207,0.00007595656,0.000006007028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983785,0.0001804345,0.00005597234,0.0000629524,0.00001140536,0.00001500127,0.0008840352,0.000003263441,0.0004084045],"genre_scores_gemma":[0.9989574,0.00009651397,0.00006596214,0.00006306392,0.00001220595,0.00001574361,0.0006094591,0.000002805273,0.000176798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9644434,"threshold_uncertainty_score":0.07069921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007189290255387364,"score_gpt":0.1836600541734173,"score_spread":0.1764707639180299,"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."}}