{"id":"W2126004379","doi":"10.36834/cmej.36568","title":"Continuing Medical Education (CME): A Reappraisal","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Continuing medical education; Continuing education; Medical education; Computer science; Data science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01209633,0.00207636,0.002129413,0.002897563,0.005117658,0.00712718,0.005848597,0.05431651,0.006330619],"category_scores_gemma":[0.07986815,0.001061471,0.002157598,0.003909274,0.009597438,0.009924914,0.00364629,0.04726243,0.00374995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01044734,"about_ca_system_score_gemma":0.0176637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02250621,"about_ca_topic_score_gemma":0.04564344,"domain_scores_codex":[0.9859716,0.003770645,0.001769225,0.001403109,0.006202092,0.0008834408],"domain_scores_gemma":[0.9175865,0.05288352,0.004134438,0.001059938,0.01921192,0.005123648],"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":[0.00002573074,0.000005475219,0.00003250047,0.0002503556,0.000008981007,0.0001490311,0.00007094945,0.00001999247,0.00004180101,0.002306667,0.9912468,0.005841742],"study_design_scores_gemma":[0.00005815443,0.0000311326,0.0005450678,0.002858543,0.00004061735,0.0005880434,0.0003142096,0.00006199705,0.00009511352,0.002897815,0.992473,0.00003631293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0000688612,0.03803413,0.00008219291,0.8535496,0.1069663,0.00001049085,0.00004446378,0.00001150114,0.001232414],"genre_scores_gemma":[0.001240866,0.02024811,0.0001937031,0.8541266,0.1216914,0.00003677583,0.00003772219,0.00002407493,0.002400854],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05431651,"threshold_uncertainty_score":0.07580107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513445386091925,"score_gpt":0.3337307923424961,"score_spread":0.3185963384815768,"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."}}