{"id":"W4408166111","doi":"10.1016/j.jchf.2024.11.023","title":"Severe Heart Failure and Treatment With Dapagliflozin Across the Ejection Fraction Spectrum","year":2025,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Surgical Specialties (Canada)","funders":"Defense Acquisition Program Administration; Novo Nordisk; AstraZeneca","keywords":"Medicine; Ejection fraction; Heart failure; Dapagliflozin; Cardiology; Internal medicine; Diabetes mellitus; 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":[0.0005161552,0.0001718094,0.0006188561,0.0003278067,0.0003148474,0.000731181,0.0001420397,0.0003449573,0.00122175],"category_scores_gemma":[0.001391073,0.00009013407,0.0005412656,0.0004385465,0.0002243312,0.0004879843,0.0005785542,0.001181708,0.0001142038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005068018,"about_ca_system_score_gemma":0.0005108271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501348,"about_ca_topic_score_gemma":0.004032269,"domain_scores_codex":[0.9995599,0.0001039999,0.00006052884,0.00005487247,0.0001169908,0.0001036289],"domain_scores_gemma":[0.9991432,0.0001842373,0.0002427574,0.00002253882,0.00007037161,0.0003367782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00821967,0.0006802899,0.6599412,0.000463707,0.001355192,0.002396839,0.0002400818,0.001300216,0.004884116,0.005042883,0.01500873,0.3004671],"study_design_scores_gemma":[0.0004821828,0.001109764,0.978725,0.000309767,0.0005102077,0.003422234,0.0003483187,0.001061218,0.0003228263,0.004068534,0.009610215,0.00002975313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8723983,0.05529223,0.001658406,0.02560653,0.0007812698,0.00004188511,0.0005755341,0.00005490902,0.04359083],"genre_scores_gemma":[0.9853014,0.007089793,0.0005868101,0.004888229,0.001115971,0.00001487982,0.0003259431,0.0000102719,0.0006666376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001501348,"threshold_uncertainty_score":0.00408715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007849047629921512,"score_gpt":0.2599106331672991,"score_spread":0.2520615855373776,"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."}}