{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01101063,0.002115469,0.002682316,0.0006846944,0.0005751671,0.00159964,0.001233968,0.002852248,0.04840918],"category_scores_gemma":[0.008982016,0.000853077,0.002955069,0.0006724733,0.001002352,0.001114591,0.0008668297,0.001471052,0.006221348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001167118,"about_ca_system_score_gemma":0.003639761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002751314,"about_ca_topic_score_gemma":0.000610102,"domain_scores_codex":[0.9931992,0.004161406,0.0006493038,0.001024643,0.000534746,0.0004307263],"domain_scores_gemma":[0.996289,0.001319217,0.0009182498,0.0002770672,0.0004456004,0.0007507732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.6782237,0.009727508,0.00229748,0.02596397,0.004119295,0.00021814,0.0002105822,0.00121567,0.007358699,0.009190837,0.02077365,0.2407006],"study_design_scores_gemma":[0.6416342,0.1871254,0.005179381,0.002447311,0.006842001,0.0003479627,0.0001025101,0.001842399,0.003881814,0.007853413,0.1426345,0.0001092576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1545263,0.05638917,0.05796587,0.007115893,0.01699854,0.6367609,0.01400124,0.001005217,0.05523686],"genre_scores_gemma":[0.3521351,0.02203542,0.0558129,0.0111628,0.0074616,0.5058758,0.002782215,0.0001960109,0.04253807],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04840918,"threshold_uncertainty_score":0.1619449,"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."}}