{"id":"W4200590970","doi":"10.46747/cfp.6712915","title":"Medication management for heart failure with reduced ejection fraction","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; St. Paul's Hospital; Saskatchewan Health Authority; Vancouver General Hospital","funders":"","keywords":"Ejection fraction; Heart failure; Fraction (chemistry); Cardiology; Medicine; Internal medicine; Management of heart failure; Terminology; Chemistry; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00007084732,0.0001425414,0.0001944824,0.0001702245,0.0001676246,0.00003227359,0.00003396108,0.00005955268,0.00001384521],"category_scores_gemma":[0.000004390913,0.0001333556,0.00007573797,0.0003041473,0.0000246126,0.0001100149,0.00000707614,0.00008521846,0.0001056043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004946872,"about_ca_system_score_gemma":0.0003107416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000211,"about_ca_topic_score_gemma":0.005366425,"domain_scores_codex":[0.9990175,0.00002009316,0.0001296591,0.0003299617,0.000189879,0.0003128801],"domain_scores_gemma":[0.9991981,0.00001329878,0.00003697981,0.0003158222,0.000129422,0.0003063376],"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":[0.0001311026,0.0002843147,0.0007896866,0.0003089099,0.0007829639,0.0001680138,0.00006965198,0.00001841541,0.01612266,0.005274136,0.9034138,0.07263632],"study_design_scores_gemma":[0.001291788,0.0001688435,0.01488081,0.0001255561,0.0003015861,0.000003780217,0.001515495,0.00007578907,0.002839545,0.000145566,0.9784998,0.0001514847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.224832,0.0007792593,0.01396439,0.2035555,0.00179012,0.00934612,0.0001205197,0.0006822568,0.5449299],"genre_scores_gemma":[0.8522281,0.00005132104,0.03081495,0.1058944,0.0009699917,0.0007865963,0.001554656,0.0001001347,0.007599867],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6273962,"threshold_uncertainty_score":0.5438083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013994576400533,"score_gpt":0.2471647952656134,"score_spread":0.2331702188650804,"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."}}