{"id":"W2111657877","doi":"10.1080/01421590310001643136","title":"Personal ViewIf formal CME is ineffective, why do physicians still participate?","year":2004,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Scope (computer science); Extant taxon; Formal education; Psychology; Medical education; Scope of practice; Public relations; Medicine; Pedagogy; Political science; Computer science; Health care","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":[0.006150729,0.0002036067,0.0003312868,0.0003459515,0.002292281,0.002973091,0.0005526432,0.004657501,0.01601525],"category_scores_gemma":[0.03785262,0.0001544078,0.0002756234,0.0004174413,0.003729867,0.0024679,0.0008069948,0.005723532,0.003027534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001686605,"about_ca_system_score_gemma":0.001676485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002416572,"about_ca_topic_score_gemma":0.003171481,"domain_scores_codex":[0.9970502,0.00147323,0.0001385862,0.0003112219,0.0007381295,0.0002886887],"domain_scores_gemma":[0.974071,0.01379263,0.003569361,0.0009604588,0.004571707,0.003034851],"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":[0.0001685398,0.0001705221,0.06605908,0.0004551755,0.0001014731,0.001198985,0.02176551,0.0002926274,0.001680382,0.02624904,0.6437626,0.238096],"study_design_scores_gemma":[0.0001024995,0.0003004288,0.04286247,0.001411013,0.0001881253,0.004527348,0.07192308,0.001306117,0.002000174,0.03755486,0.8376434,0.0001804435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01815449,0.002524525,0.001128611,0.9567131,0.002561641,0.00001059062,0.00006486099,0.00003736771,0.01880478],"genre_scores_gemma":[0.4606639,0.006897693,0.0008390425,0.5012688,0.007383515,0.00003672351,0.0000715355,0.00004700544,0.02279174],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01601525,"threshold_uncertainty_score":0.05357641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02529552916445965,"score_gpt":0.343643442622117,"score_spread":0.3183479134576574,"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."}}