{"id":"W2411619279","doi":"10.1097/ta.0000000000001230","title":"Western Trauma Association Critical Decisions in Trauma","year":2016,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Medicine; Psychology; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001056901,0.0001908954,0.0004504654,0.0002004152,0.0002202075,0.0000485399,0.00009962539,0.0002155116,0.0001962546],"category_scores_gemma":[0.003094944,0.0001067992,0.0001900495,0.0001958385,0.0003007995,0.0004039747,0.00002801896,0.000506189,0.00001914589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002579431,"about_ca_system_score_gemma":0.00007018854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004791961,"about_ca_topic_score_gemma":0.0001500602,"domain_scores_codex":[0.9979407,0.0002816588,0.0006743423,0.000144357,0.0005532503,0.0004056997],"domain_scores_gemma":[0.9970863,0.001638844,0.0001067398,0.0001809094,0.0006883215,0.0002989131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001593658,0.0008815831,0.7727981,0.0002177499,0.0001500484,0.0000619154,0.004733831,9.456859e-7,0.002743492,0.004003562,0.004636261,0.2081789],"study_design_scores_gemma":[0.002530143,0.001838227,0.9713477,0.0006979911,0.0007328985,0.0009522963,0.002069102,0.000002778974,0.005301275,0.003576256,0.01070141,0.0002498704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854887,0.002024817,0.001186992,0.009708209,0.0006097027,0.0001238021,0.00002938825,0.0000232825,0.0008051545],"genre_scores_gemma":[0.9979393,0.0005942787,0.0001113079,0.0004692511,0.0007545959,0.000003858207,0.000001481886,0.00002118246,0.0001047343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.207929,"threshold_uncertainty_score":0.4355143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202720289396019,"score_gpt":0.340919887300844,"score_spread":0.3188926844068838,"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."}}