{"id":"W4393375870","doi":"10.3949/ccjm.91c.04001","title":"When should we consider SGLT-2 inhibitors in patients with acute decompensated heart failure?","year":2024,"lang":"en","type":"letter","venue":"Cleveland Clinic Journal of Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Acute decompensated heart failure; Empagliflozin; Heart failure; Intensive care medicine; Narrative review; Dapagliflozin; Cardiology; 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":[0.003031484,0.0007465187,0.00185945,0.0009548581,0.00172252,0.00257491,0.002003209,0.02023606,0.004973597],"category_scores_gemma":[0.03531695,0.0005944247,0.001040417,0.0008592629,0.001404206,0.004491194,0.0009180331,0.02741277,0.004595191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002143986,"about_ca_system_score_gemma":0.002273696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001791517,"about_ca_topic_score_gemma":0.002924117,"domain_scores_codex":[0.9980982,0.0007511787,0.0003182933,0.0002113145,0.0004447129,0.0001763059],"domain_scores_gemma":[0.9895864,0.005641074,0.0009350594,0.0001663013,0.002414712,0.001256591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007417722,0.00001741661,0.0006064292,0.000220047,0.00002977047,0.001842023,0.00008650818,0.0000553171,0.00007649662,0.0005410037,0.9844982,0.01195255],"study_design_scores_gemma":[0.0004207406,0.0002007767,0.002709202,0.003230579,0.0001724489,0.0181202,0.0007400054,0.0007852992,0.0003896341,0.007827313,0.9652389,0.0001648467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002961653,0.008066286,0.00009095913,0.9473809,0.043409,0.000007755851,0.0000649226,0.00002467311,0.0006593681],"genre_scores_gemma":[0.005351733,0.009916728,0.0002743536,0.7610113,0.2213261,0.00003631978,0.00006469233,0.00003003038,0.001988761],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02023606,"threshold_uncertainty_score":0.01663834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03634324587217065,"score_gpt":0.3123611375315169,"score_spread":0.2760178916593463,"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."}}