{"id":"W4387933853","doi":"10.1016/j.jcjd.2023.10.083","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 Diabetes","topic":"Hemodynamic Monitoring and Therapy","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; Family medicine; Nursing; Intensive care medicine; Internal medicine; 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":[0.0008546786,0.0003197994,0.001065408,0.0002639274,0.0005233852,0.0006667274,0.0005326099,0.001056551,0.005203058],"category_scores_gemma":[0.004284073,0.000239824,0.001002187,0.0003243876,0.000211175,0.0008746443,0.0003867316,0.001230405,0.0002394012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001496224,"about_ca_system_score_gemma":0.001741431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009966636,"about_ca_topic_score_gemma":0.02693898,"domain_scores_codex":[0.9991664,0.0003715483,0.00008374173,0.000147124,0.00009923062,0.0001320369],"domain_scores_gemma":[0.9983466,0.0007183077,0.000180358,0.00004146371,0.00007285372,0.0006405673],"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":[0.4754438,0.08791132,0.04263644,0.00108651,0.002018443,0.0006262587,0.0005482665,0.002135117,0.001480768,0.0004589532,0.005264766,0.3803894],"study_design_scores_gemma":[0.3059419,0.1823832,0.4781605,0.001461697,0.005687555,0.000580379,0.001063989,0.01686918,0.001206695,0.001186037,0.00530418,0.0001547199],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941186,0.001144503,0.0001177564,0.001100834,0.0002520415,0.0002557243,0.0001300461,0.00002909193,0.002851411],"genre_scores_gemma":[0.9958563,0.0008830499,0.001132603,0.0008860999,0.0002696284,0.0002166362,0.0001191595,0.000005512334,0.0006309284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009966636,"threshold_uncertainty_score":0.01981723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449266457666625,"score_gpt":0.3208190167200975,"score_spread":0.2963263521434312,"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."}}