{"id":"W137639770","doi":"10.2310/8000.2013.130897","title":"Emergency medicine procedural skills: what are residents missing?","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; The Wilson Centre; University Health Network","funders":"","keywords":"Medicine; Competence (human resources); Program director; Accreditation; Graduate medical education; Medical education; Psychology","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":[0.008349945,0.0007176176,0.002463224,0.001716061,0.003113775,0.004085174,0.002738348,0.00622019,0.01723831],"category_scores_gemma":[0.04268711,0.0007820242,0.0008328366,0.001803145,0.001772155,0.01048009,0.003257635,0.007005544,0.003733955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004595551,"about_ca_system_score_gemma":0.01970697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0326618,"about_ca_topic_score_gemma":0.07916888,"domain_scores_codex":[0.9941565,0.001119664,0.0006846238,0.0004727034,0.002080019,0.001486439],"domain_scores_gemma":[0.9512256,0.00775714,0.004081836,0.000497258,0.0191392,0.01729888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003061997,0.0009120568,0.09288884,0.004024621,0.0001322545,0.002236561,0.004043094,0.0002980808,0.0003917982,0.00176117,0.2996394,0.593366],"study_design_scores_gemma":[0.0002980304,0.001145712,0.5288025,0.04153423,0.0006847947,0.01962983,0.1050431,0.001640646,0.0006829344,0.01975861,0.2800981,0.000681493],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04911919,0.1362946,0.001825131,0.7872559,0.01035069,0.00009049651,0.000999895,0.0001737189,0.01389034],"genre_scores_gemma":[0.536107,0.2476772,0.01108896,0.1672567,0.02716433,0.000340564,0.002422259,0.0002020024,0.007740906],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0326618,"threshold_uncertainty_score":0.06494337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0535283606018527,"score_gpt":0.3397610526594734,"score_spread":0.2862326920576207,"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."}}