{"id":"W4362457719","doi":"10.4212/cjhp.3451","title":"CSHP Hospital Pharmacy in Canada Report 2020/21: Expertise and Evidence","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Pharmacists Association","funders":"","keywords":"Pharmacy; Hospital pharmacy; Family medicine; Medicine; Library science; Computer science","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":[0.0168274,0.0006224402,0.0009565213,0.01110366,0.003791522,0.009657661,0.004172231,0.002925165,0.01148283],"category_scores_gemma":[0.08307607,0.0007959502,0.001386456,0.02025777,0.002660801,0.002635668,0.004303654,0.003687975,0.001009317],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1194885,"about_ca_system_score_gemma":0.4819917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9933221,"about_ca_topic_score_gemma":0.9961143,"domain_scores_codex":[0.9614684,0.001769309,0.002860707,0.001437259,0.02723291,0.005231427],"domain_scores_gemma":[0.8107439,0.02283454,0.01799863,0.001889072,0.1234599,0.02307403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000332544,0.0003986631,0.4231793,0.012048,0.0007641013,0.0004782317,0.002346149,0.0008020898,0.0001766985,0.007892627,0.4222417,0.1293398],"study_design_scores_gemma":[0.0002113179,0.00008750489,0.7440531,0.02225747,0.0008604206,0.0002981075,0.009076194,0.0007014856,0.0004009864,0.001210264,0.2207113,0.0001318862],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1182558,0.1946144,0.001334307,0.2513298,0.003537463,0.001674432,0.1691296,0.0003779833,0.2597461],"genre_scores_gemma":[0.7407978,0.1320326,0.005372355,0.04590723,0.001735085,0.0006935355,0.05392058,0.0001451087,0.01939572],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8805115,"threshold_uncertainty_score":0.8669539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1307639532909401,"score_gpt":0.4636057833302644,"score_spread":0.3328418300393242,"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."}}