{"id":"W4307023793","doi":"10.1016/j.cjca.2022.08.150","title":"EVALUATING THE IMPACT OF PHARMACY-LED GUIDELINE DIRECTED MEDICAL THERAPY IN A HEART FUNCTION CLINIC","year":2022,"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":"","funders":"","keywords":"Medicine; Guideline; Pharmacist; Ejection fraction; Heart failure; Pharmacotherapy; Pharmacy; Health care; Intensive care medicine; Emergency medicine; Cohort; Internal medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006319345,0.0003841459,0.0006890466,0.0007359252,0.002034201,0.002484789,0.001381293,0.001622043,0.003482449],"category_scores_gemma":[0.03861452,0.0003897005,0.001345183,0.001020256,0.0007364128,0.001174418,0.00203079,0.00248799,0.0003334971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01031504,"about_ca_system_score_gemma":0.02054216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06637696,"about_ca_topic_score_gemma":0.1479322,"domain_scores_codex":[0.9859731,0.008127326,0.0008835263,0.0008168177,0.002621146,0.001578041],"domain_scores_gemma":[0.9699491,0.01180342,0.00497621,0.0008975845,0.003326146,0.009047491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03119928,0.09045088,0.5446981,0.00173434,0.002865521,0.001084465,0.003293301,0.004761178,0.001124672,0.001476289,0.01465337,0.3026586],"study_design_scores_gemma":[0.01212796,0.07606459,0.8821595,0.001509275,0.002525316,0.0005272401,0.005880496,0.009387537,0.0007651505,0.000906029,0.007975514,0.0001713985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835945,0.0008534938,0.0002509792,0.00651166,0.0001653418,0.0008866471,0.0006636236,0.00003355197,0.00704028],"genre_scores_gemma":[0.994507,0.0004284136,0.001596246,0.002438904,0.0001501685,0.0002959071,0.0002806862,0.00000780652,0.0002948215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06637696,"threshold_uncertainty_score":0.1319812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08118586210367341,"score_gpt":0.42387749135582,"score_spread":0.3426916292521466,"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."}}