{"id":"W2605836042","doi":"10.1016/j.accpm.2017.04.003","title":"Successful management of a neck hematoma following simulation training","year":2017,"lang":"en","type":"article","venue":"Anaesthesia Critical Care & Pain Medicine","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Unit on Children's Psychosocial Maladjustment; Université de Montréal","funders":"","keywords":"Improvisation; Psychology; Value (mathematics); Test (biology); Medical education; Psychosocial; Conversation; Interprofessional education; Health care; Pedagogy; Nursing; Medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001208482,0.000241657,0.0006262131,0.0001885915,0.0004343364,0.00002847909,0.0002591919,0.0001525715,0.000209945],"category_scores_gemma":[0.001723092,0.0002166041,0.0001716602,0.0001872096,0.0003494133,0.0001756881,0.00002851971,0.0002270558,0.00001221081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001657601,"about_ca_system_score_gemma":0.0001720416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002459446,"about_ca_topic_score_gemma":0.000007731704,"domain_scores_codex":[0.9974416,0.0001776323,0.000714131,0.0004248146,0.0008175352,0.0004242958],"domain_scores_gemma":[0.9969598,0.0008218992,0.0001868128,0.001029398,0.0006247751,0.0003773067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002501515,0.0001707683,0.8331236,0.006642145,0.0001484423,0.000746905,0.01519883,0.000344962,0.00005243022,0.01556565,0.0004053194,0.1273508],"study_design_scores_gemma":[0.006343924,0.002335831,0.8074298,0.01335421,0.00139448,0.00003421558,0.1394157,0.02130554,0.0002492201,0.003204426,0.004218583,0.0007140263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609732,0.001727364,0.00402949,0.02948394,0.0003140289,0.0007604975,0.00000169724,0.0001207771,0.00258901],"genre_scores_gemma":[0.9924706,0.00002346237,0.003684069,0.003222555,0.000392778,0.00005517985,0.00005845748,0.00004788098,0.00004506424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1266368,"threshold_uncertainty_score":0.8832859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0742397893918934,"score_gpt":0.4313892750266292,"score_spread":0.3571494856347358,"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."}}