{"id":"W2162217644","doi":"10.1002/chp.1340200404","title":"Shifting the culture of continuing medical education: What needs to happen and why is it so difficult?","year":2000,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Innovations in Medical Education","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Consumerism; Autonomy; Empowerment; Continuing medical education; Public relations; Health care; Health care delivery; Opinion leadership; Patient Empowerment; Medicine; Medical education; Continuing education; Political science; Nursing; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0240504,0.0005304312,0.0007546782,0.001499532,0.01574303,0.02325208,0.002571238,0.01022646,0.002398777],"category_scores_gemma":[0.05175424,0.0004788241,0.0004407182,0.002417187,0.03549137,0.01568816,0.008913722,0.01628498,0.0007567908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01476637,"about_ca_system_score_gemma":0.03538883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0228238,"about_ca_topic_score_gemma":0.03036913,"domain_scores_codex":[0.9725507,0.01384094,0.0009068056,0.001172899,0.008649631,0.002879022],"domain_scores_gemma":[0.9445488,0.02476094,0.004310709,0.002200319,0.006674318,0.01750489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007114733,0.0003089571,0.01691758,0.001323696,0.00006510696,0.001311943,0.3125032,0.0002550816,0.001164899,0.1315992,0.11763,0.4168491],"study_design_scores_gemma":[0.00003217014,0.0002312754,0.01710269,0.003302309,0.00003656838,0.002474268,0.5474999,0.0006002083,0.0006567552,0.08851904,0.3393448,0.0001999981],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03228114,0.01728914,0.002644497,0.9275313,0.002161451,0.00004263391,0.00001503981,0.00006293934,0.01797182],"genre_scores_gemma":[0.747914,0.03389631,0.01045473,0.1973524,0.002340579,0.0002379576,0.00004763601,0.0001034754,0.007652862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0240504,"threshold_uncertainty_score":0.1271922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903112829218142,"score_gpt":0.4113360245719254,"score_spread":0.392304896279744,"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."}}