{"id":"W7149896386","doi":"","title":"Training and Assessment in Workplace-based Community Pharmacy:: Creating Foundations and Nurturing Progress","year":2025,"lang":"en","type":"dissertation","venue":"Utrecht University Repository (Utrecht University)","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Pharmacy; Quality (philosophy); Scale (ratio); Function (biology); Training (meteorology); Academic community","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003610605,0.0003842638,0.0006267226,0.001068308,0.001069813,0.00007809924,0.0002447001,0.0003206597,0.00003945714],"category_scores_gemma":[0.00007141065,0.0004719414,0.0001388391,0.0007525777,0.0001802112,0.0004379498,0.0001438812,0.002166597,8.799548e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008119098,"about_ca_system_score_gemma":0.001071942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009818,"about_ca_topic_score_gemma":0.0006500311,"domain_scores_codex":[0.9978735,0.000659495,0.000285054,0.0005211663,0.0003019982,0.0003587367],"domain_scores_gemma":[0.9978962,0.0009962177,0.0003424311,0.0003230575,0.0001492271,0.0002928439],"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":[0.008626856,0.003406125,0.6857094,0.00811343,0.002480991,0.006007943,0.02120548,0.0001190744,0.001279272,0.005548212,0.0003550827,0.2571481],"study_design_scores_gemma":[0.03659322,0.001210402,0.1896706,0.01502816,0.01045055,0.0002205466,0.2078823,0.02491308,0.003274387,0.0001586297,0.5073547,0.003243445],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7118412,0.0002919127,0.00005844162,0.0004287623,0.0003993454,0.0007895864,0.00002044817,0.0001395324,0.2860307],"genre_scores_gemma":[0.9243785,0.000462789,0.002327493,0.00008528506,0.00005039225,0.000001296144,0.0004259611,0.0000275214,0.07224075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5069996,"threshold_uncertainty_score":0.9997732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134838022920436,"score_gpt":0.3743148336911996,"score_spread":0.260831031399156,"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."}}