{"id":"W4386226539","doi":"10.1016/j.cmet.2023.08.003","title":"A big STEP for treatment of heart failure with preserved ejection fraction","year":2023,"lang":"en","type":"article","venue":"Cell Metabolism","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Novo Nordisk","keywords":"Heart failure with preserved ejection fraction; Heart failure; Medicine; Ejection fraction; Cardiology; Internal medicine; Semaglutide; Inflammation; Obesity; 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":[0.001458043,0.001057919,0.00214295,0.0004590956,0.001193278,0.002050917,0.001222985,0.004427121,0.01233135],"category_scores_gemma":[0.002607696,0.0002206205,0.001679422,0.0001960506,0.0009443877,0.003401941,0.001653393,0.01070105,0.005837819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004483252,"about_ca_system_score_gemma":0.00160627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005512008,"about_ca_topic_score_gemma":0.001111899,"domain_scores_codex":[0.9994676,0.000142131,0.0000492489,0.000075376,0.0001637327,0.0001019931],"domain_scores_gemma":[0.9975052,0.000713572,0.0001380501,0.0001658768,0.0004392556,0.001037997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004237507,0.005036082,0.009101143,0.001806362,0.0007751575,0.002245961,0.0001816395,0.0006912354,0.01407931,0.01564286,0.3135704,0.6326324],"study_design_scores_gemma":[0.00408563,0.009376212,0.06195114,0.006231835,0.001675845,0.005916836,0.001208582,0.002204816,0.006375653,0.1024477,0.7981011,0.0004247116],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02488703,0.2198411,0.01744241,0.6665229,0.03911917,0.0003194181,0.0008676079,0.0008967987,0.03010365],"genre_scores_gemma":[0.2027312,0.1570715,0.05601378,0.4476738,0.08816899,0.0007406969,0.001989008,0.0005157668,0.04509511],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01233135,"threshold_uncertainty_score":0.04125243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02426817590600457,"score_gpt":0.2559902630805764,"score_spread":0.2317220871745719,"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."}}