{"id":"W4214667647","doi":"10.1016/j.jchf.2021.11.006","title":"Baseline Characteristics of Patients With HF With Mildly Reduced and Preserved Ejection Fraction","year":2022,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":165,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Ejection fraction; Medicine; Dapagliflozin; Heart failure; Internal medicine; Cardiology; Atrial fibrillation; Placebo; Diabetes mellitus; Ambulatory; Randomized controlled trial; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001105004,0.0001025484,0.0002099869,0.00008757398,0.00009132813,0.00001085285,0.00002283071,0.00002331817,0.000201899],"category_scores_gemma":[0.00001829326,0.0000758415,0.0000223877,0.0001605011,0.00002161653,0.00009942164,0.00004001063,0.0001147283,0.00000228557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005443664,"about_ca_system_score_gemma":0.00002771906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003056148,"about_ca_topic_score_gemma":0.000009730562,"domain_scores_codex":[0.9992316,0.0000440523,0.0001379519,0.0001855683,0.0002768725,0.0001239555],"domain_scores_gemma":[0.9995515,0.00002240229,0.00008736181,0.0001787399,0.0001004534,0.00005948445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001103097,0.0006225749,0.9868195,0.0001219282,0.0001525125,0.000005061866,0.00005035849,0.000006254249,0.0008288572,0.00001070292,0.008826301,0.00145283],"study_design_scores_gemma":[0.002863859,0.002371632,0.8928874,0.00004945739,0.0002262929,0.000001943253,0.0001898098,0.0001185326,0.0006414262,0.000003035457,0.1005553,0.00009126979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973077,0.00001779481,0.00004705684,0.001735832,0.0000475921,0.0006285281,0.00002960443,0.0000349987,0.0001508982],"genre_scores_gemma":[0.9965369,0.00000383887,0.002049548,0.000215261,0.00004568774,0.00007879894,0.000378984,0.00001806419,0.0006729119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0939321,"threshold_uncertainty_score":0.3092726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007128539568638024,"score_gpt":0.2146495182825465,"score_spread":0.2075209787139085,"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."}}