{"id":"W4385622880","doi":"10.1016/j.jchf.2023.06.003","title":"What Difference Does a Day Make?","year":2023,"lang":"en","type":"letter","venue":"JACC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Internal medicine; Incidence (geometry); Cardiology; Population; Body mass index; Diastole; Diabetes mellitus; Heart failure with preserved ejection fraction; Blood pressure; 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":[0.0003187999,0.0007645201,0.001208876,0.0004631747,0.0001634195,0.0003684044,0.0002498897,0.001216792,0.001197044],"category_scores_gemma":[0.0001018045,0.0005019958,0.0005257686,0.0004434993,0.0001104998,0.0001846963,0.0002513522,0.002149496,0.005219369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000200272,"about_ca_system_score_gemma":0.0001968027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001160225,"about_ca_topic_score_gemma":0.0002601583,"domain_scores_codex":[0.9961509,0.0001797158,0.0005340704,0.001074128,0.001003321,0.00105786],"domain_scores_gemma":[0.9978357,0.0002951709,0.0001181459,0.001372456,0.0001254103,0.0002530982],"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":[0.00001492816,0.00006438487,0.001042777,0.0006337182,0.0003300144,0.002192814,0.0001974933,1.19294e-7,0.0001044597,0.0000180894,0.9924346,0.002966667],"study_design_scores_gemma":[0.0009018925,0.0002140955,0.002384402,0.001325801,0.0004520233,0.00006713512,0.0002254751,0.00001044,0.00009571116,0.000170269,0.9936304,0.0005223469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009519191,0.0002386792,0.00002054909,0.9929517,0.002892469,0.001714477,0.00004389699,0.0008091072,0.0003772247],"genre_scores_gemma":[0.0004487792,0.0004111447,0.002608716,0.6950215,0.008706711,0.0004475213,0.001430665,0.0002429881,0.290682],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2979302,"threshold_uncertainty_score":0.9997432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179562221931453,"score_gpt":0.2748440768046497,"score_spread":0.2530484545853351,"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."}}