{"id":"W2168010799","doi":"10.1093/bja/aes256","title":"Do technical skills correlate with non-technical skills in crisis resource management: a simulation study","year":2012,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Children's Hospital of Eastern Ontario; Ottawa Hospital; Centennial College; The Wilson Centre; University of Ottawa","funders":"University of Ottawa","keywords":"Skills management; Crisis management; Knowledge management; Engineering management; Business; Computer science; Psychology; Process management; Engineering; Management; Economics; Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001444552,0.0001952901,0.0005208704,0.000538311,0.0001078141,0.0000662535,0.000234864,0.0001824942,0.00005813168],"category_scores_gemma":[0.0001236405,0.0001972644,0.0001237278,0.0008300528,0.00005572585,0.0004431892,0.00003600509,0.0007389248,0.00001439896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004189347,"about_ca_system_score_gemma":0.0001467713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007184971,"about_ca_topic_score_gemma":0.00001874509,"domain_scores_codex":[0.9972583,0.0002118791,0.001038742,0.0002601605,0.0007987648,0.0004321211],"domain_scores_gemma":[0.9981427,0.0002332252,0.0004684877,0.0003935147,0.0003675589,0.0003945486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003232998,0.005142142,0.9563843,0.00009113182,0.00008240421,0.00167903,0.001409232,0.00636164,0.00000618529,0.00006496933,0.001675974,0.02677968],"study_design_scores_gemma":[0.003341038,0.001133551,0.9874927,0.001213778,0.0001878445,0.002793602,0.002780526,0.000190743,0.000004283293,0.00005934596,0.0006017091,0.0002009073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951547,0.0007965981,0.001468287,0.0009565398,0.0001097806,0.001002812,0.000001504725,0.00004705651,0.0004627124],"genre_scores_gemma":[0.9929833,0.0001333655,0.005923013,0.0005719588,0.0002415233,0.00002477399,0.000006678295,0.0000490958,0.00006632252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03110836,"threshold_uncertainty_score":0.8044208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136266574004773,"score_gpt":0.3179963020350891,"score_spread":0.3066336362950413,"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."}}