{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001474688,0.0005880524,0.001269416,0.0002704749,0.00007088426,0.0001048526,0.0002961924,0.0006648724,0.0031747],"category_scores_gemma":[0.00005631922,0.0004800418,0.000604943,0.0002611581,0.00006198026,0.00007828337,0.0002924908,0.001155287,0.0008094915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006858119,"about_ca_system_score_gemma":0.000170328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002686647,"about_ca_topic_score_gemma":0.000001734878,"domain_scores_codex":[0.9972948,0.0001203486,0.000422043,0.0008154205,0.0006532003,0.0006942302],"domain_scores_gemma":[0.9980813,0.00005870879,0.0001853769,0.001341684,0.0001628882,0.0001700154],"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":[0.00002334312,0.0002001111,0.00007054877,0.0009181689,0.0006647543,0.002660116,0.00007842576,1.917693e-7,0.0006172244,0.00002139821,0.9930694,0.001676312],"study_design_scores_gemma":[0.003152214,0.00006056886,0.0005797251,0.0001717217,0.002887944,0.000007207248,0.00002957526,0.00000580667,0.00369314,0.00008290108,0.9889176,0.000411561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01984738,0.03729801,0.00001321462,0.7080146,0.003682679,0.003312143,0.00007808501,0.0004281552,0.2273257],"genre_scores_gemma":[0.0006199504,0.001083517,0.001458989,0.5259334,0.00650399,0.0004609317,0.002407141,0.0001808419,0.4613513],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2340256,"threshold_uncertainty_score":0.9999685,"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."}}