{"id":"W2117034134","doi":"10.4212/cjhp.v67i4.1376","title":"Are Standardized Knowledge Assessment Exams the Best Way to Assess a Pharmacist’s Competence and Should They Be a Mandatory Component of Licence Renewal?","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Competence (human resources); Pharmacist; Competency assessment; Component (thermodynamics); Psychology; Medical education; Medicine; Nursing; Pharmacy; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02820412,0.0004507633,0.00156252,0.002323794,0.001374773,0.003206623,0.001392792,0.003230951,0.004899595],"category_scores_gemma":[0.1559705,0.0004372727,0.001097337,0.002064034,0.001927486,0.006719863,0.001623988,0.002640304,0.001810623],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002939177,"about_ca_system_score_gemma":0.01810714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01700731,"about_ca_topic_score_gemma":0.04635713,"domain_scores_codex":[0.9832655,0.005519934,0.003361661,0.0008456463,0.005232532,0.001774567],"domain_scores_gemma":[0.8406926,0.05045273,0.0354597,0.005440395,0.05816363,0.00979096],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006566998,0.002028783,0.5695868,0.001290782,0.0003360624,0.000395628,0.001091745,0.0006053556,0.0006447874,0.003578043,0.0453234,0.3744619],"study_design_scores_gemma":[0.0003800676,0.001665081,0.919221,0.005374449,0.0003602089,0.001270785,0.004769023,0.002907108,0.002688643,0.009320946,0.05178088,0.0002617418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5927127,0.02100484,0.02235188,0.2746016,0.005072136,0.00140434,0.002862213,0.0005810487,0.07940925],"genre_scores_gemma":[0.9345592,0.008475182,0.03151599,0.01751621,0.001659051,0.0008693474,0.001466041,0.00007395543,0.003864933],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9970608,"threshold_uncertainty_score":0.1491595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2287871505916812,"score_gpt":0.4347743016575924,"score_spread":0.2059871510659112,"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."}}