{"id":"W4414340870","doi":"10.1002/ehf2.15408","title":"SGLT2 Inhibitors for the Prevention and Treatment of Heart Failure: A Scientific Statement of the HFA and the HFAI","year":2025,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"Defense Acquisition Program Administration","keywords":"Empagliflozin; Dapagliflozin; Ejection fraction; Heart failure; Observational study; Clinical trial; Randomized controlled trial","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005496233,0.0001491252,0.0003118027,0.00007655768,0.0002701955,0.00005234008,0.00006718998,0.00004091166,0.00001915601],"category_scores_gemma":[0.0000428261,0.0000647833,0.0001779057,0.0002580505,0.0004561704,0.00005462012,0.00008570184,0.00005034382,0.000001352474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000513296,"about_ca_system_score_gemma":0.00008895414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006037135,"about_ca_topic_score_gemma":0.0002186827,"domain_scores_codex":[0.9989529,0.00008431757,0.0003084143,0.0002414514,0.0002240865,0.0001888354],"domain_scores_gemma":[0.9991492,0.0002065719,0.0000942761,0.0004327165,0.0000794988,0.00003773508],"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":[0.001828218,0.003329683,0.13493,0.002222319,0.004658523,0.000002039383,0.008293031,0.00006470802,0.02368858,0.03770075,0.7160482,0.06723391],"study_design_scores_gemma":[0.008549568,0.0008488613,0.02221345,0.000409264,0.001139289,0.000002277019,0.001841874,0.0002611731,0.01959311,0.00110571,0.9439422,0.00009323742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8531012,0.002907717,0.000102807,0.1377994,0.0003852028,0.005511898,0.00002680105,0.00002221195,0.0001427811],"genre_scores_gemma":[0.9916954,0.00007307492,0.001110423,0.00021302,0.00004320034,0.000319687,0.00001296823,0.000009990167,0.006522253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2278939,"threshold_uncertainty_score":0.2641786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085336908307294,"score_gpt":0.2709056686683305,"score_spread":0.2600522995852576,"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."}}