{"id":"W4376107294","doi":"10.1016/j.jchf.2023.03.022","title":"Time Is of the Essence","year":2023,"lang":"en","type":"letter","venue":"JACC Heart Failure","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Ejection fraction; Kidney disease; Cause of death; Placebo; Cardiology; Type 2 Diabetes Mellitus; Diabetes mellitus; Disease; Endocrinology; Pathology","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":[0.009201124,0.001020061,0.001837819,0.0008625001,0.01102706,0.0129792,0.002423794,0.05354629,0.01844283],"category_scores_gemma":[0.03508205,0.0006741519,0.001353499,0.0004961828,0.01249601,0.01631276,0.00625063,0.08367015,0.01045591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005668757,"about_ca_system_score_gemma":0.009869901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009271709,"about_ca_topic_score_gemma":0.02019369,"domain_scores_codex":[0.9913708,0.002113973,0.0005328161,0.001317704,0.003096654,0.001568023],"domain_scores_gemma":[0.9802207,0.006766408,0.001017674,0.0009231018,0.002942359,0.008129864],"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":[0.00003921962,0.00003522067,0.0002844305,0.00004425113,0.00002349358,0.0005090426,0.0005088754,0.00003232019,0.0001419441,0.01907103,0.9695961,0.009714012],"study_design_scores_gemma":[0.00004617243,0.00004458019,0.0003904758,0.0002647825,0.00001247574,0.0004469102,0.001573829,0.00008638849,0.00004888823,0.02606575,0.9709661,0.00005368712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001521433,0.001519272,0.0000912754,0.9795899,0.01346463,0.000003501584,0.00001018447,0.00001758184,0.005151496],"genre_scores_gemma":[0.002577472,0.0006631258,0.0001174577,0.9732026,0.01572978,0.00001030357,0.000008869262,0.00001886554,0.007671529],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05354629,"threshold_uncertainty_score":0.06169742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240677781875804,"score_gpt":0.2433589200996428,"score_spread":0.2309521422808848,"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."}}