{"id":"W7092370266","doi":"","title":"Allocation and prioritization of hospital pharmacist clinical services in British Columbia","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Interior Health; Island Health; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Pharmacist; Pharmacy; Clinical pharmacy; Hospital pharmacy; Quality (philosophy); Pharmacy practice; Quality assurance; Prioritization","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002526226,0.0001165398,0.0001947008,0.0008228202,0.005662079,0.002448053,0.00117373,0.0005584229,0.003451512],"category_scores_gemma":[0.008390377,0.0002531588,0.00007254687,0.001311701,0.002037254,0.0005225395,0.002239261,0.0009274441,0.0001322305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05725518,"about_ca_system_score_gemma":0.1294648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8806618,"about_ca_topic_score_gemma":0.9545465,"domain_scores_codex":[0.9956226,0.001408502,0.0001417902,0.0002319138,0.0009082708,0.00168684],"domain_scores_gemma":[0.9888604,0.002698774,0.00103474,0.0001263421,0.002708662,0.004570998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006717884,0.0004903045,0.4536517,0.001457284,0.00006196911,0.004416141,0.2889206,0.001156236,0.005936863,0.008052279,0.03277127,0.2024136],"study_design_scores_gemma":[0.00007032986,0.0002914975,0.3753591,0.0007815608,0.00002779186,0.0005474681,0.5474424,0.0012574,0.001071524,0.0006808682,0.07239997,0.00007004057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818171,0.0006814374,0.0003587763,0.005741163,0.00002710381,0.0001551682,0.0001089678,0.00001897579,0.01109136],"genre_scores_gemma":[0.995554,0.0003625344,0.0005095638,0.0006923532,0.000004365399,0.00004143624,0.00003326931,0.000005418343,0.002797078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1193382,"threshold_uncertainty_score":0.4154173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3098340439489083,"score_gpt":0.6253976755111024,"score_spread":0.315563631562194,"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."}}