{"id":"W4387337682","doi":"10.1016/j.cjca.2023.06.344","title":"REAL-WORLD USE OF GUIDELINE-DIRECTED CARDIOPROTECTIVE THERAPY IN TYPE 2 DIABETES MELLITUS WITH ATHEROSCLEROTIC CARDIOVASCULAR DISEASE: A RETROSPECTIVE COHORT ANALYSIS USING ADMINISTRATIVE HEALTH DATA","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Stroke (engine); Diabetes mellitus; Type 2 Diabetes Mellitus; Atherosclerotic cardiovascular disease; Internal medicine; Guideline; Type 2 diabetes; Disease; Cohort; Intensive care medicine; Macrovascular disease; Endocrinology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002700285,0.0004456133,0.0006892075,0.00138095,0.0006762117,0.001901405,0.001242573,0.001114478,0.001040341],"category_scores_gemma":[0.01049361,0.0008491405,0.00187226,0.003654049,0.0004589361,0.001078925,0.0009934325,0.00156368,0.0002507721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131144,"about_ca_system_score_gemma":0.001531347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06358857,"about_ca_topic_score_gemma":0.07086647,"domain_scores_codex":[0.9958961,0.001252289,0.0006859552,0.001073108,0.0006525237,0.0004400181],"domain_scores_gemma":[0.9862328,0.002318166,0.007551323,0.002026408,0.001179851,0.0006916042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001494283,0.00003502631,0.9986475,0.00001334348,0.0003937673,0.00003578994,0.00004240428,0.00007706777,0.00003503847,0.00002953069,0.0001797784,0.0003614218],"study_design_scores_gemma":[0.00002484216,0.00006993146,0.9983222,0.00001663683,0.0001908451,0.0001735413,0.000210664,0.0006324475,0.00003617027,0.00002777776,0.0002807966,0.00001420691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926,0.0008150063,0.0002822209,0.0001334295,0.0000288168,0.00002524357,0.005650946,0.000009472189,0.0004548071],"genre_scores_gemma":[0.9959691,0.000244788,0.0003409107,0.00006683787,0.00002008411,0.00002671788,0.003224427,0.000006104372,0.0001011134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06358857,"threshold_uncertainty_score":0.1264369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0902160636538988,"score_gpt":0.3236322374924753,"score_spread":0.2334161738385765,"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."}}