{"id":"W3210450725","doi":"10.1016/j.cmet.2021.10.011","title":"EMPEROR-Preserved: A promise fulfilled","year":2021,"lang":"en","type":"letter","venue":"Cell Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Heart failure; Empagliflozin; Medicine; Heart failure with preserved ejection fraction; Ejection fraction; Internal medicine; Cardiology; Intensive care medicine; 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":[0.003907243,0.000914297,0.001782998,0.000742331,0.008607975,0.00773381,0.002050524,0.1011683,0.01311682],"category_scores_gemma":[0.02019809,0.0006726137,0.001613485,0.0006591904,0.006142515,0.007360333,0.004926833,0.07464727,0.006307684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006110175,"about_ca_system_score_gemma":0.00817298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006392972,"about_ca_topic_score_gemma":0.01638168,"domain_scores_codex":[0.9959159,0.001027388,0.0004085535,0.0006234683,0.001109338,0.0009152997],"domain_scores_gemma":[0.9916712,0.00328975,0.0004417103,0.0003136454,0.0009426397,0.003341059],"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":[0.00008274124,0.00005872231,0.0004562702,0.00006560463,0.00002206979,0.004426295,0.0001732108,0.00004881565,0.0001703161,0.009741281,0.9723851,0.01236965],"study_design_scores_gemma":[0.0001790273,0.0000831553,0.0008635275,0.0005299978,0.00003595027,0.00394496,0.0007763544,0.000273931,0.0001236162,0.03254342,0.9605684,0.00007769487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001983357,0.002336438,0.00005745502,0.9790447,0.0157639,0.00000448629,0.00001174928,0.00001092089,0.002571952],"genre_scores_gemma":[0.002697864,0.001909851,0.0001697405,0.9386404,0.04755023,0.00001719518,0.000014369,0.00001573793,0.008984516],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1011683,"threshold_uncertainty_score":0.04433262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182463317283152,"score_gpt":0.2369054255220642,"score_spread":0.2150807923492327,"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."}}