{"id":"W3004273306","doi":"10.3390/pharmacy8010015","title":"An Authentic, Practice-Based Assessment as a Catalyst for Continuous Professional Development","year":2020,"lang":"en","type":"article","venue":"Pharmacy","topic":"Innovations in Medical Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scrutiny; Competence (human resources); Pharmacy; Professional development; Continuing professional development; Pharmacy practice; Medical education; Best practice; Quality assurance; Continuing education; Medicine; Clinical Practice; Professional association; Public relations; Nursing; Engineering ethics; Psychology; Political science; External quality assessment; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04634163,0.0004697984,0.0003212129,0.001863605,0.007326991,0.01024685,0.002285291,0.004218415,0.004709787],"category_scores_gemma":[0.06790375,0.0004956059,0.0005402947,0.0008193518,0.01193795,0.004434555,0.01293973,0.004469318,0.0009461458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01542167,"about_ca_system_score_gemma":0.09604958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02784809,"about_ca_topic_score_gemma":0.04669812,"domain_scores_codex":[0.883109,0.06696046,0.003801259,0.004849423,0.03557919,0.005700654],"domain_scores_gemma":[0.9295519,0.02192128,0.01064651,0.007510086,0.01528862,0.01508166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000254168,0.003689093,0.05443984,0.0009953757,0.00005908036,0.002161807,0.04009097,0.003743059,0.008407157,0.3653666,0.03684954,0.4839432],"study_design_scores_gemma":[0.0004799503,0.004969559,0.07568502,0.003411105,0.0001260225,0.00371909,0.04957389,0.02062449,0.01303626,0.1464023,0.68149,0.0004822931],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2028269,0.001385799,0.1511951,0.1985742,0.0009414484,0.00618014,0.00008516165,0.001084006,0.4377272],"genre_scores_gemma":[0.8998799,0.0003366887,0.07788932,0.006196059,0.0001130937,0.0006901759,0.00002955846,0.00004105782,0.01482419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04634163,"threshold_uncertainty_score":0.2450809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0531265416116966,"score_gpt":0.4682855656756268,"score_spread":0.4151590240639302,"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."}}