{"id":"W2049906735","doi":"10.1503/cmaj.109-4920","title":"CME accreditation: separating education from promotion","year":2014,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Continuing medical education; Promotion (chess); Medical education; Medicine; Continuing education; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.08865484,0.0009567437,0.001699819,0.005961408,0.01013754,0.03333901,0.003462492,0.01543857,0.01217418],"category_scores_gemma":[0.1401989,0.001203312,0.0008424445,0.004233133,0.03057424,0.02392234,0.01258801,0.02274389,0.005951749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02203643,"about_ca_system_score_gemma":0.06123608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05098223,"about_ca_topic_score_gemma":0.07905679,"domain_scores_codex":[0.9258564,0.02359655,0.003169446,0.005657412,0.03170802,0.01001222],"domain_scores_gemma":[0.7558042,0.1014941,0.01056045,0.01086715,0.06232128,0.0589527],"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":[0.000142896,0.0004450481,0.006698585,0.0005498142,0.00004418751,0.0001068051,0.00352393,0.0002315543,0.0006329319,0.2732892,0.3835986,0.3307365],"study_design_scores_gemma":[0.000281326,0.0003087751,0.02857541,0.003770407,0.00007951038,0.0005887344,0.00739809,0.001695525,0.001532935,0.2256754,0.7296826,0.0004112779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005835795,0.01189133,0.01597737,0.8823557,0.01019417,0.0001827933,0.00009822869,0.0005418771,0.07292275],"genre_scores_gemma":[0.3538033,0.01450364,0.03258893,0.5143318,0.02167739,0.0005515006,0.0002720291,0.0009504707,0.06132095],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08865484,"threshold_uncertainty_score":0.4688572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009152840959117312,"score_gpt":0.3001986879926484,"score_spread":0.291045847033531,"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."}}