{"id":"W4307023926","doi":"10.1016/j.cjca.2022.08.126","title":"TIME TO GUIDELINE-DETERMINED MEDICAL THERAPY IN PATIENTS WITH DE NOVO HEART FAILURE: A RETROSPECTIVE POPULATION-BASED STUDY FROM ALBERTA, CANADA","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Internal medicine; Population; Guideline; Retrospective cohort study; Cohort; Combination therapy; Cardiology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0009098996,0.0006544243,0.0009706796,0.002015159,0.002803273,0.002623782,0.002504829,0.001158385,0.002025781],"category_scores_gemma":[0.003143851,0.0007680082,0.001132691,0.006471097,0.001116306,0.0006646956,0.001094926,0.001563586,0.0002743391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02935401,"about_ca_system_score_gemma":0.02673614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9864693,"about_ca_topic_score_gemma":0.9902616,"domain_scores_codex":[0.9979147,0.0001719594,0.0001704289,0.000434928,0.0007029249,0.0006049582],"domain_scores_gemma":[0.9958824,0.0003028385,0.0009257522,0.0001763072,0.001746566,0.0009661313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009900684,0.00004259933,0.9974313,0.00002407475,0.0001138415,0.0001324263,0.0002895768,0.00007826598,0.00008269909,0.00007988334,0.0006312851,0.0009950317],"study_design_scores_gemma":[0.00001721988,0.00003130775,0.9981193,0.00003540278,0.00007400702,0.000121561,0.0009281033,0.0002055792,0.00001959174,0.00002223524,0.0004090626,0.00001667961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897555,0.001744279,0.0001840935,0.0004166143,0.00004615959,0.00006177001,0.004622885,0.00001836995,0.003150431],"genre_scores_gemma":[0.9960713,0.0007282385,0.0001942384,0.0002595931,0.00002246063,0.00002267798,0.002004087,0.000009774861,0.000687492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02935401,"threshold_uncertainty_score":0.2129793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005628247002604701,"score_gpt":0.2243507849533396,"score_spread":0.2187225379507349,"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."}}