{"id":"W2610832503","doi":"10.1080/21614083.2017.1314416","title":"Roles and Responsibilities in the Provision of Accredited Continuing Medical Education/Continuing Professional Development","year":2017,"lang":"en","type":"article","venue":"Journal of European CME","topic":"Innovations in Medical Education","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Accreditation; Continuing medical education; Continuing professional development; Continuing education; Medical education; Professional development; Political science; Medicine; Nursing; Public relations","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005704777,0.00007778966,0.0002048304,0.0002256766,0.0001081866,0.00004221541,0.0003047556,0.00004581402,0.00005105238],"category_scores_gemma":[0.01488276,0.00004683197,0.000031854,0.00009175062,0.0001884514,0.0001849149,0.00008338472,0.0004587492,0.000001984188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004334268,"about_ca_system_score_gemma":0.0006706243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002094481,"about_ca_topic_score_gemma":0.000003276735,"domain_scores_codex":[0.9980416,0.0002564712,0.0007811211,0.000095341,0.0007170371,0.0001084663],"domain_scores_gemma":[0.9982803,0.0001464483,0.0007244764,0.0002469335,0.0005420982,0.00005975494],"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":[0.0005285447,0.000989584,0.1024219,0.0002251307,0.00004198909,0.00009780301,0.04286128,4.682279e-7,0.002833803,0.001025417,0.01615927,0.8328148],"study_design_scores_gemma":[0.001065034,0.0001310532,0.9588107,0.003821698,0.00002277246,0.0003152319,0.007679068,0.00004424277,0.0003692918,0.0001017735,0.02757966,0.00005943511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887224,0.0002778049,0.00002828523,0.008225326,0.0007354325,0.0001589968,2.573638e-7,0.000003222579,0.001848237],"genre_scores_gemma":[0.9946343,0.00003667761,0.003473973,0.0004468198,0.0006299363,0.000002224765,0.000002993425,0.00001038178,0.0007626832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8563888,"threshold_uncertainty_score":0.9934153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685529942882748,"score_gpt":0.3505769460441221,"score_spread":0.3337216466152946,"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."}}