{"id":"W2547670337","doi":"","title":"Pharmacist and pharmacy student perceptions of a competency-based national licensing exam for entry to pharmacy practice in Qatar: A qualitative study","year":2016,"lang":"en","type":"article","venue":"Qatar University QSpace (Qatar University)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University; University of British Columbia","funders":"","keywords":"Pharmacy; Focus group; Stakeholder; Pharmacist; Medical education; Pharmacy practice; Perception; Medicine; Qualitative research; Nursing; Psychology; Political science; Public relations; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008573615,0.0002368987,0.0003744529,0.001413304,0.0002934229,0.00001498887,0.0003018305,0.00005499411,0.0001890608],"category_scores_gemma":[0.0008215091,0.0002500596,0.00008645655,0.001504506,0.0002741885,0.0007624708,0.0001837691,0.0002710126,0.00002302007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160148,"about_ca_system_score_gemma":0.001119824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007272952,"about_ca_topic_score_gemma":0.0003421748,"domain_scores_codex":[0.9977649,0.0004149862,0.0002799122,0.0005653625,0.0006437781,0.0003309968],"domain_scores_gemma":[0.9971799,0.000862691,0.0002388243,0.0002726623,0.001224415,0.0002214614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.03604803,0.03285206,0.2585437,0.001227999,0.003344051,0.001575961,0.5049357,0.0004606179,0.04661091,0.02745753,0.05582149,0.03112195],"study_design_scores_gemma":[0.04291837,0.001005087,0.01634238,0.0004918429,0.001143341,0.00002609199,0.6037319,0.0008759341,0.0008592173,0.00003496494,0.3318897,0.0006811912],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699207,0.00001905758,0.007045968,0.01868674,0.0001894695,0.001856931,0.0002815468,0.00006756751,0.00193203],"genre_scores_gemma":[0.9795753,0.00009259573,0.01719444,0.000742353,0.00008169757,0.000002232215,0.0001020282,0.0000215168,0.002187835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2760682,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04308820035049625,"score_gpt":0.4110235348731799,"score_spread":0.3679353345226836,"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."}}