{"id":"W3217367208","doi":"10.1161/circ.144.suppl_1.12120","title":"Abstract 12120: Cost-Effectiveness of Earlier Initiation of Sodium-Glucose Cotransporter 2 Inhibitors in Patients With a History of Heart Failure","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Calgary","funders":"","keywords":"Medicine; Dapagliflozin; Heart failure; Incidence (geometry); Internal medicine; Diabetes mellitus; Type 2 diabetes; 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":[0.00378401,0.0008056946,0.001639852,0.0007446326,0.0002231713,0.001402115,0.0008618413,0.001656212,0.01046994],"category_scores_gemma":[0.01582171,0.0004729042,0.004424491,0.0005321717,0.0004055852,0.001111853,0.001224527,0.001993587,0.0003417425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002828908,"about_ca_system_score_gemma":0.002314649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005276714,"about_ca_topic_score_gemma":0.003237689,"domain_scores_codex":[0.9974896,0.001744356,0.0001736526,0.0002344151,0.0001542732,0.00020384],"domain_scores_gemma":[0.9930587,0.005156098,0.0009197156,0.000132733,0.0001710065,0.0005617053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3447007,0.007797301,0.06986129,0.008340258,0.01811612,0.0006846295,0.0002784801,0.3104371,0.002023148,0.005988654,0.007336313,0.224436],"study_design_scores_gemma":[0.1331057,0.1170914,0.1849183,0.005375819,0.03316099,0.001365541,0.0005503016,0.4994622,0.002565456,0.01443234,0.007612918,0.0003590418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697094,0.0121376,0.003693823,0.002522243,0.0003587526,0.0009663216,0.004281194,0.0001079037,0.006222745],"genre_scores_gemma":[0.9964586,0.0007707461,0.0008393622,0.0002002711,0.00005498024,0.0002115411,0.001015646,0.000005857014,0.0004429737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01046994,"threshold_uncertainty_score":0.03502548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333708017907656,"score_gpt":0.225531362400998,"score_spread":0.2121942822219214,"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."}}