{"id":"W4313886049","doi":"10.4212/cjhp.3412","title":"In Need of a North Star for Canadian Pharmacy Practice","year":2023,"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":false,"ca_institutions":"Canadian Pharmacists Association","funders":"","keywords":"Pharmacy; Star (game theory); Family medicine; Medicine; Astrophysics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.007179726,0.0005056949,0.0009710811,0.001444394,0.02346364,0.01321747,0.002799676,0.009647743,0.06379993],"category_scores_gemma":[0.02243568,0.0006353853,0.001504261,0.002521886,0.004721615,0.004342908,0.008277538,0.01610927,0.00649171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05636927,"about_ca_system_score_gemma":0.3210634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8326411,"about_ca_topic_score_gemma":0.9595447,"domain_scores_codex":[0.9820943,0.001565196,0.0006333624,0.0008923408,0.005970554,0.008844214],"domain_scores_gemma":[0.8736127,0.002126035,0.002339045,0.00100656,0.0208728,0.1000429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001360544,0.0001408766,0.01223788,0.0002202245,0.00006586815,0.001718708,0.001860839,0.0001077222,0.0003572363,0.01941022,0.9231964,0.04054799],"study_design_scores_gemma":[0.0001454244,0.0001123577,0.02883383,0.000639199,0.00005334266,0.001117376,0.01586384,0.0002273035,0.0001670564,0.007851511,0.9448494,0.00013941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0112605,0.002197977,0.0003628806,0.9135036,0.01286177,0.00007755717,0.0003183958,0.0001186239,0.05929864],"genre_scores_gemma":[0.225449,0.005284681,0.005694612,0.6332324,0.005340667,0.0001381268,0.000738749,0.0002909853,0.1238308],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8326411,"threshold_uncertainty_score":0.4089896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.112183885604284,"score_gpt":0.4088959259549567,"score_spread":0.2967120403506727,"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."}}