{"id":"W3007152624","doi":"10.1093/milmed/usz482","title":"Use of a Digital Cognitive Aid in the Early Management of Simulated War Wounds in a Combat Environment, a Randomized Trial","year":2020,"lang":"en","type":"article","venue":"Military Medicine","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medicine; Medical emergency; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.00617198,0.002337231,0.00438324,0.0009827137,0.000980899,0.00179211,0.001837281,0.003538362,0.009218485],"category_scores_gemma":[0.008748659,0.0011058,0.002909883,0.0007056409,0.002430378,0.00212983,0.0009631302,0.003252887,0.001302128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001585493,"about_ca_system_score_gemma":0.002954688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001385816,"about_ca_topic_score_gemma":0.00196825,"domain_scores_codex":[0.9951804,0.002813027,0.0005110779,0.0006781541,0.0004141178,0.0004032368],"domain_scores_gemma":[0.9940245,0.002643654,0.001225649,0.0005437327,0.0005384365,0.001024168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9768361,0.0164471,0.0002617399,0.0007638583,0.0005857999,0.00001749461,0.00006760926,0.0001495496,0.0003726204,0.0001110191,0.0002067254,0.004180245],"study_design_scores_gemma":[0.8578756,0.1392882,0.0007812374,0.0001059129,0.0005906393,0.000009827952,0.00005061962,0.0003723467,0.0002033631,0.0001952384,0.0005065572,0.00002056526],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.920028,0.005267152,0.002057636,0.0007416301,0.002399794,0.06551217,0.001029403,0.0001642989,0.00279992],"genre_scores_gemma":[0.8668679,0.002820598,0.006655043,0.001328795,0.001391695,0.1161194,0.0006099575,0.00003298846,0.004173673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009218485,"threshold_uncertainty_score":0.03264099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08005901134217756,"score_gpt":0.3329663638726754,"score_spread":0.2529073525304978,"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."}}