{"id":"W4387338180","doi":"10.1016/j.cjca.2023.06.085","title":"A PRESCRIBING PHARMACIST AND NURSE LED MEDICATION OPTIMIZATION CLINIC VERSUS USUAL CARE ON OPTIMIZATION OF GUIDELINE DIRECTED MEDICAL THERAPY IN HEART FAILURE WITH REDUCED EJECTION FRACTION","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Pharmacist; Guideline; Ejection fraction; Heart failure; Medical therapy; Ambulatory care; Outpatient clinic; Intensive care medicine; Nursing; Cardiology; Internal medicine; Health care; Pharmacy","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":[0.0008058428,0.0003091593,0.001042035,0.0002680595,0.0005193583,0.0006294301,0.0005216353,0.001043972,0.005278572],"category_scores_gemma":[0.004181533,0.0002304983,0.0009449395,0.0003154724,0.0002003553,0.0007963228,0.0003635941,0.001165099,0.0002421682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001439056,"about_ca_system_score_gemma":0.001783525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009942801,"about_ca_topic_score_gemma":0.02812365,"domain_scores_codex":[0.9992028,0.0003496095,0.00008166664,0.0001417073,0.00009865694,0.0001256042],"domain_scores_gemma":[0.9984157,0.0006707194,0.000181938,0.00003971131,0.00007350104,0.0006183428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.4374838,0.09359423,0.0399735,0.001209843,0.002001719,0.0006834194,0.0005774056,0.002216602,0.001629048,0.0004924706,0.005736434,0.4144016],"study_design_scores_gemma":[0.3095865,0.1758974,0.4812048,0.001481192,0.005421748,0.0006065813,0.0009717058,0.01683978,0.001188663,0.001168478,0.005478573,0.0001545198],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936469,0.00121833,0.0001287301,0.001190258,0.0002500134,0.0002908796,0.0001321328,0.00003328934,0.003109532],"genre_scores_gemma":[0.9955396,0.0009316722,0.001268691,0.00093021,0.0002710677,0.000239293,0.0001193823,0.000005704841,0.0006943377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009942801,"threshold_uncertainty_score":0.01976985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03262680871256452,"score_gpt":0.3313347067205809,"score_spread":0.2987078980080164,"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."}}