{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002544144,0.0002388121,0.000428198,0.0007910267,0.001151524,0.0003999567,0.000464557,0.0006767365,0.01278823],"category_scores_gemma":[0.001649075,0.00004332854,0.0003973625,0.0007813981,0.0001807663,0.0002498078,0.0002845378,0.001176355,0.002237718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419382,"about_ca_system_score_gemma":0.003805927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04730213,"about_ca_topic_score_gemma":0.1704718,"domain_scores_codex":[0.9996812,0.00003295243,0.0000299605,0.00002161385,0.0001967002,0.00003752925],"domain_scores_gemma":[0.9994454,0.00006090834,0.00009811822,0.0000105772,0.0002163755,0.0001686317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002206542,0.0004305124,0.02322659,0.001209498,0.00009809295,0.002516605,0.0002318852,0.0001255611,0.001578321,0.002915296,0.4210533,0.5463936],"study_design_scores_gemma":[0.0004697312,0.000589872,0.1442595,0.005816961,0.000220163,0.009054042,0.0002343676,0.00033492,0.0008719756,0.002869251,0.8352048,0.00007440219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.03484827,0.3891526,0.004329662,0.1230787,0.007535799,0.0007289146,0.004109242,0.0005817111,0.4356351],"genre_scores_gemma":[0.3116841,0.4417209,0.01765378,0.1216538,0.02105424,0.0006235607,0.006601246,0.000182535,0.07882593],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04730213,"threshold_uncertainty_score":0.09405357,"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."}}