{"id":"W4404296967","doi":"10.29173/cjen442","title":"Effective trauma teams: Trauma team simulations","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Trauma care; Medicine; Medical emergency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000370175,0.0001573014,0.0002813654,0.0006306125,0.0003109447,0.0000119732,0.00009481412,0.0001245209,0.002128319],"category_scores_gemma":[0.0003134593,0.0001573668,0.0001765653,0.0004462232,0.0000647249,0.000330941,0.000001168483,0.000395302,0.00003435674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001400374,"about_ca_system_score_gemma":0.001398621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00191324,"about_ca_topic_score_gemma":0.001157721,"domain_scores_codex":[0.9983468,0.0001162452,0.000663069,0.0001189616,0.0002170152,0.0005378804],"domain_scores_gemma":[0.9969029,0.0001553681,0.0002719294,0.0002131505,0.0007523881,0.001704301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004805703,0.0001724377,0.913133,0.00006987662,0.00008678224,0.000007922671,0.02409004,0.002151131,0.0001522095,0.0003265404,0.01398396,0.04577803],"study_design_scores_gemma":[0.0009850976,0.0003604149,0.9797757,0.000708729,0.000287499,0.0002399153,0.008140462,0.0007737966,0.0009518859,0.0007947964,0.006729073,0.0002525969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815064,0.003462922,0.0004086407,0.002490382,0.007520048,0.0004220754,0.00001813239,0.00001348416,0.004157905],"genre_scores_gemma":[0.9964089,0.000005434849,0.0007449244,0.0001701243,0.002443762,0.000004567171,0.00001678745,0.00003731582,0.0001681444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06664272,"threshold_uncertainty_score":0.9987839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04459964030152623,"score_gpt":0.3817076197196132,"score_spread":0.337107979418087,"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."}}