{"id":"W4393229638","doi":"10.1016/j.jcjd.2024.03.004","title":"Real-world Use and Outcomes of Sodium-Glucose Cotransporter-2 Inhibitors in Adults With Diabetes and Heart Failure: A Population-level Cohort Study in Alberta, Canada","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; Libin Cardiovascular Institute of Alberta; Canadian VIGOUR Centre; University of Alberta; Alberta Health; University of Calgary","funders":"Diabetes Canada; American Diabetes Association","keywords":"Medicine; Heart failure; Diabetes mellitus; Type 2 diabetes; Cohort; Cohort study; Population; Internal medicine; Intensive care medicine; Emergency medicine; Endocrinology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001130144,0.0006858916,0.0008671036,0.001395158,0.002406746,0.002305659,0.002405318,0.001389065,0.001907514],"category_scores_gemma":[0.002225105,0.0008423835,0.001625174,0.005420251,0.001116672,0.0008002289,0.001386179,0.001785843,0.0003188782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02274392,"about_ca_system_score_gemma":0.02084404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9892594,"about_ca_topic_score_gemma":0.9918478,"domain_scores_codex":[0.9983051,0.0001774326,0.0001337528,0.000326758,0.0004978897,0.0005589864],"domain_scores_gemma":[0.9971941,0.0001376022,0.0005622637,0.0001716823,0.001163459,0.0007708889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001147851,0.00005874622,0.9971879,0.00002317438,0.0002128231,0.00008187418,0.0002989802,0.00009795804,0.00007792457,0.00007391187,0.0008306237,0.0009413843],"study_design_scores_gemma":[0.0000178394,0.00002654182,0.9984068,0.00002435064,0.00007921468,0.00005088708,0.0008119617,0.0002305735,0.00001536498,0.00002059814,0.000300521,0.0000153226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989199,0.001449432,0.0001981355,0.0005016854,0.00005094334,0.00006261413,0.006927859,0.00002254842,0.001587839],"genre_scores_gemma":[0.9956102,0.0006265413,0.0002271081,0.0002011836,0.00001823096,0.00002237254,0.002607176,0.000007684675,0.0006794704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02274392,"threshold_uncertainty_score":0.1650195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008684257741114657,"score_gpt":0.2168125486307352,"score_spread":0.2081282908896205,"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."}}