{"id":"W4389956801","doi":"10.1161/circ.148.suppl_1.13531","title":"Abstract 13531: Uptake of SGLT2i and Outcomes in Patients With Diabetes and Chronic Heart Failure: A Community-Based Cohort and a Specialized Clinic Cohort","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cohort; Hazard ratio; Proportional hazards model; Diabetes mellitus; Heart failure; Internal medicine; Cohort study; Endocrinology; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006632898,0.00030887,0.0003456515,0.0007903486,0.0008132829,0.0008695725,0.0006478819,0.0004108221,0.001679152],"category_scores_gemma":[0.001374632,0.0003220801,0.0005938915,0.001503866,0.000394325,0.0004585825,0.0006082371,0.0005773063,0.0002462814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042862,"about_ca_system_score_gemma":0.00115647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1808152,"about_ca_topic_score_gemma":0.1865021,"domain_scores_codex":[0.9993683,0.00007663933,0.00005404132,0.0001624484,0.0002118307,0.0001267588],"domain_scores_gemma":[0.9990062,0.00006610903,0.0003597878,0.00008635261,0.0001812202,0.0003003472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000755966,0.00003117828,0.9991856,0.00000483561,0.00003751086,0.00003142056,0.00006780353,0.00001884318,0.00009816403,0.000007969631,0.0001103194,0.000330765],"study_design_scores_gemma":[0.00001274717,0.00004588945,0.9995745,0.000003231531,0.00001781838,0.00005258703,0.0001063552,0.00009122865,0.00001589912,0.000007064292,0.00007050007,0.000002124551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986297,0.00005552848,0.00004102141,0.00003612752,0.00000359136,0.00002214102,0.0009532733,0.000002507348,0.0002562125],"genre_scores_gemma":[0.9982454,0.000042933,0.00006940368,0.00005043984,0.000008174668,0.00001814122,0.001351992,0.00000181964,0.0002118063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1808152,"threshold_uncertainty_score":0.3595254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01755837820439211,"score_gpt":0.2662925560619684,"score_spread":0.2487341778575763,"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."}}