{"id":"W3042158137","doi":"10.3390/pharmacy8030114","title":"Global Forum on Quality Assurance in CE/CPD: Assuring Quality across Boundaries","year":2020,"lang":"en","type":"review","venue":"Pharmacy","topic":"Innovations in Medical Education","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Continuing professional development; Quality assurance; Pharmacy; Medical education; Professional development; Quality (philosophy); Medicine; Continuing education; Quality management; Professional association; Political science; Public relations; Nursing; Business; Marketing","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":[0.01064069,0.0007431868,0.001219668,0.005158615,0.0008502691,0.00320741,0.001402387,0.003461855,0.003631848],"category_scores_gemma":[0.01232577,0.0002758981,0.001186273,0.005680388,0.002310988,0.003921218,0.002722721,0.004042656,0.0007348442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003656711,"about_ca_system_score_gemma":0.01545502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004551508,"about_ca_topic_score_gemma":0.005915047,"domain_scores_codex":[0.9948453,0.00203048,0.000647288,0.0003396533,0.001821724,0.0003156131],"domain_scores_gemma":[0.9882349,0.00756928,0.00125994,0.0003041108,0.002099741,0.0005320473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003581383,0.00005174182,0.0002762622,0.03462235,0.0001138519,0.0001262467,0.000616721,0.0002491961,0.0006396118,0.03915588,0.03005777,0.8940545],"study_design_scores_gemma":[0.00001331214,0.00008589693,0.001235318,0.03819624,0.0001237901,0.0004428704,0.0003588001,0.00008529019,0.0003332381,0.003942547,0.9551604,0.00002233742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001592839,0.9914187,0.0004251238,0.004324932,0.0007790046,0.0000301356,0.0000134668,0.000009129504,0.002840295],"genre_scores_gemma":[0.003442666,0.9909058,0.00149701,0.002854434,0.0003468347,0.00005292022,0.00004504273,0.000004392881,0.0008508229],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01064069,"threshold_uncertainty_score":0.05627406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1666676607905094,"score_gpt":0.5585838379589525,"score_spread":0.3919161771684431,"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."}}