{"id":"W4416150241","doi":"10.4212/cjhp.3819","title":"What Clinical Pharmacy Key Performance Indicator Processes of Care Were Patients Receiving across Canada in 2018? A National Patient Registry and Pooled Analysis","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health; Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; Hospital for Sick Children; Lawson Health Research Institute; University of British Columbia; University of Toronto; Island Health; SickKids Foundation; University of British Columbia, Okanagan Campus; Nova Scotia Health Authority; Providence Health Care; Horizon Health Network; Interior Health; St Joseph's Health Care; Saskatchewan Health; University Health Network","funders":"","keywords":"Benchmarking; Pharmacy; Performance indicator; Clinical pharmacy; Best practice; Patient registry; Pharmacy practice; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01823667,0.0009084542,0.002031283,0.006677867,0.001702623,0.003390483,0.002238531,0.0007676124,0.001196382],"category_scores_gemma":[0.0414912,0.0006475433,0.004157479,0.01862184,0.0007038138,0.001307624,0.00272319,0.001078391,0.0002347281],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0329894,"about_ca_system_score_gemma":0.05153519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9323044,"about_ca_topic_score_gemma":0.9180586,"domain_scores_codex":[0.9758058,0.004302261,0.004587715,0.004985993,0.007412032,0.002906237],"domain_scores_gemma":[0.9528095,0.004262568,0.01167678,0.00515031,0.02444639,0.001654492],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000409185,0.00002464676,0.985616,0.0002797678,0.002631968,0.00002877643,0.0003413517,0.0003747515,0.00005245945,0.000136433,0.003617228,0.006487483],"study_design_scores_gemma":[0.00006600016,0.00007673316,0.9916553,0.0001621362,0.002481483,0.00005968199,0.0006845142,0.001295054,0.0001467367,0.00006428034,0.003261392,0.00004663369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8294241,0.007686061,0.004391374,0.001776247,0.0001206968,0.0009467085,0.1512869,0.000257236,0.004110652],"genre_scores_gemma":[0.9497225,0.001612444,0.002302038,0.0004448078,0.00005999725,0.0006347519,0.04469022,0.00004530225,0.0004879812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9817634,"threshold_uncertainty_score":0.239356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04547837006931851,"score_gpt":0.3946405636267344,"score_spread":0.349162193557416,"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."}}