{"id":"W4410493616","doi":"10.1002/ehf2.15294","title":"SGLT2 Inhibitor with and without ALDosterone AntagonIst for Heart Failure with Preserved Ejection Fraction: Design Paper","year":2025,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Fundação para a Ciência e a Tecnologia; AstraZeneca","keywords":"Heart failure; Aldosterone; Ejection fraction; Medicine; Antagonist; Internal medicine; Cardiology; Pharmacology; Receptor","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":[0.0001904053,0.0002932835,0.0004481644,0.0001451092,0.0002799571,0.0001269946,0.00004525608,0.0001251571,0.00009193406],"category_scores_gemma":[0.00002182141,0.0002064344,0.00006086752,0.0002641623,0.00009978087,0.0003561021,0.00004002052,0.0001868564,0.00002023608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009198482,"about_ca_system_score_gemma":0.000110905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004937917,"about_ca_topic_score_gemma":0.000242716,"domain_scores_codex":[0.9986227,0.00005706174,0.0002065236,0.0005048669,0.0002472128,0.0003616848],"domain_scores_gemma":[0.9992184,0.00006765786,0.00005646406,0.0003762423,0.0001378661,0.000143338],"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":[0.003779673,0.0006603436,0.4290829,0.00091237,0.001149501,0.00001436568,0.0001187719,0.00003824992,0.01854677,0.0002992699,0.544406,0.0009918005],"study_design_scores_gemma":[0.008564336,0.003190317,0.03268541,0.0007325553,0.0007239397,0.00003223196,0.0006155384,0.0001578726,0.01558314,0.00005513018,0.9373466,0.0003129315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7021599,0.001046789,0.03342379,0.2449325,0.0005536473,0.01435134,0.00004198587,0.0009384228,0.002551612],"genre_scores_gemma":[0.8756238,0.00001311077,0.1099859,0.002597306,0.0003096625,0.0007338508,0.0001038978,0.00006638419,0.0105661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3963975,"threshold_uncertainty_score":0.8418149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272146835269659,"score_gpt":0.2556295803785364,"score_spread":0.2429081120258399,"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."}}