{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002279965,0.0005093514,0.002131184,0.0001089757,0.0002551544,0.0001595347,0.0003936659,0.0002270251,0.0002270532],"category_scores_gemma":[0.006464754,0.0004555956,0.000370042,0.001680075,0.0003037587,0.0001702248,0.0001507226,0.001363054,0.0002687608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147499,"about_ca_system_score_gemma":0.00241754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006119334,"about_ca_topic_score_gemma":0.0001031304,"domain_scores_codex":[0.9953119,0.0005310629,0.001799968,0.0007614045,0.0009385131,0.0006572089],"domain_scores_gemma":[0.997857,0.0004155795,0.0007048657,0.0006385254,0.0002101748,0.0001738764],"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":[0.00008146631,0.0002960936,0.004726934,0.02013715,0.0001350056,0.0000344473,0.000309945,3.341625e-7,4.115923e-7,0.001711602,0.01276317,0.9598035],"study_design_scores_gemma":[0.00113523,0.00002980248,0.002404338,0.006313691,0.0001703079,0.00002884792,0.0001483484,0.000009072101,0.000003911184,0.000149063,0.9892333,0.0003740692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001092952,0.9828182,0.0001963617,0.007012352,0.002867389,0.001551278,0.00032812,0.0001859075,0.003947375],"genre_scores_gemma":[0.00548981,0.9869763,0.0006479144,0.004378132,0.001229246,0.0003279441,0.0006480956,0.0000670285,0.0002355699],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9764702,"threshold_uncertainty_score":0.9997896,"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."}}