{"id":"W2513403855","doi":"10.1097/ceh.0000000000000106","title":"Observations on the 2016 World Congress on Continuing Professional Development: Advancing Learning and Care in the Health Professions","year":2016,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentorship; Health care; Continuing medical education; Excellence; Professional development; Scholarship; Medical education; Medicine; Sociology; Political science; Continuing education","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":[0.01194023,0.001372535,0.0006614071,0.001352913,0.008785248,0.01125675,0.001902538,0.01068326,0.01976416],"category_scores_gemma":[0.02220343,0.0006032414,0.001051184,0.002580054,0.002474341,0.003479579,0.005402184,0.01877305,0.01002666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007250007,"about_ca_system_score_gemma":0.01311807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04760351,"about_ca_topic_score_gemma":0.08498741,"domain_scores_codex":[0.9898953,0.001343675,0.0003920841,0.0009908057,0.005464698,0.001913355],"domain_scores_gemma":[0.9892454,0.001826259,0.0009090425,0.0004581768,0.004123051,0.003437952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003809022,0.00003393066,0.000326389,0.0000739686,0.000002280878,0.000100367,0.0007882094,0.00003780472,0.0001584284,0.001813553,0.9905062,0.006120737],"study_design_scores_gemma":[0.000009678228,0.00001408485,0.001230809,0.0001137824,0.000001620411,0.00002262519,0.001038463,0.00001995642,0.000109702,0.0002436727,0.9971808,0.00001471699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006582749,0.01276747,0.000849979,0.6215281,0.2059403,0.0003858566,0.002114542,0.0002284235,0.1496027],"genre_scores_gemma":[0.05276531,0.01607379,0.001178445,0.3337475,0.0810338,0.0008017808,0.002476473,0.0005133183,0.5114096],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04760351,"threshold_uncertainty_score":0.09465289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03923826165994695,"score_gpt":0.4405601868098725,"score_spread":0.4013219251499255,"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."}}