{"id":"W2051358713","doi":"10.1097/eja.0b013e32833cad28","title":"Postgraduate training in anaesthesiology, resuscitation and intensive care: state-of-the-art for trainee evaluation and assessment in Europe","year":2010,"lang":"en","type":"review","venue":"European Journal of Anaesthesiology","topic":"Innovations in Medical Education","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Resuscitation; Intensive care; Medical education; Training (meteorology); Anesthesiology; Medical emergency; Intensive care medicine; Emergency medicine; Anesthesia","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2272725,0.001264809,0.003001583,0.007833214,0.001619365,0.01371076,0.004910091,0.005001563,0.00178256],"category_scores_gemma":[0.2721381,0.0008181023,0.001825635,0.007321603,0.008589375,0.01234113,0.008590354,0.005460122,0.001110921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009032031,"about_ca_system_score_gemma":0.01961849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006230539,"about_ca_topic_score_gemma":0.005543376,"domain_scores_codex":[0.8075218,0.1082641,0.03019687,0.007432658,0.04397994,0.00260465],"domain_scores_gemma":[0.6706024,0.2086559,0.02375409,0.01328381,0.07803517,0.005668655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00012798,0.0001581153,0.006666929,0.00834997,0.0001625401,0.000135669,0.002364125,0.0004573656,0.0002206192,0.01408954,0.02874696,0.9385202],"study_design_scores_gemma":[0.0002095822,0.0008453568,0.04517774,0.1659595,0.0005436884,0.001857441,0.007237851,0.002811564,0.001961585,0.03577958,0.7372108,0.0004053559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006773926,0.8875808,0.02508727,0.05995584,0.008734134,0.0003090115,0.0002344687,0.0002473639,0.01107722],"genre_scores_gemma":[0.1222805,0.7710766,0.06960021,0.02382615,0.00860772,0.001081515,0.0009713796,0.000396041,0.00215988],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2272725,"threshold_uncertainty_score":0.9529107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0832223126804771,"score_gpt":0.403975351632019,"score_spread":0.3207530389515419,"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."}}