{"id":"W2281154506","doi":"10.1097/ta.0000000000000647","title":"Indications for use of damage control surgery and damage control interventions in civilian trauma patients","year":2015,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary; University of Alberta","funders":"University of Calgary; Teva Pharmaceutical Industries","keywords":"Medicine; Psychological intervention; Damage control surgery; Damage control; Cochrane Library; MEDLINE; Resuscitation; Surgery; Emergency medicine; Randomized controlled trial; Nursing","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":[0.0007991072,0.0001198638,0.0004279318,0.000258974,0.0001545665,0.00002863396,0.00005474575,0.00008089455,0.00001663648],"category_scores_gemma":[0.001517283,0.00008877325,0.0002135634,0.0001860791,0.0003026672,0.0002724025,0.00001237729,0.00024651,5.392842e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005195691,"about_ca_system_score_gemma":0.00008457683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009658495,"about_ca_topic_score_gemma":0.0001520282,"domain_scores_codex":[0.9985908,0.0002421782,0.0007060742,0.0001056652,0.0001908857,0.0001644554],"domain_scores_gemma":[0.9969674,0.001393192,0.0002094345,0.0001613589,0.001046319,0.0002222588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002409101,0.001328271,0.972208,0.0006585512,0.0001734783,0.000004512609,0.001965527,0.00001599955,0.0002099031,0.001880943,0.00352152,0.0156242],"study_design_scores_gemma":[0.002276622,0.001352386,0.9913469,0.0003986176,0.0007366413,0.00006669759,0.001219972,0.0001102555,0.0001722664,0.001232872,0.0009780258,0.0001087392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925013,0.0004669374,0.004846172,0.00139184,0.0001606824,0.0003905296,0.0001589113,0.000008192924,0.00007540997],"genre_scores_gemma":[0.9994957,0.00005348502,0.00009717951,0.0002001515,0.00009085603,0.00002318113,0.0000148507,0.00001186054,0.00001273678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01913891,"threshold_uncertainty_score":0.3620068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0682903334616922,"score_gpt":0.3435158616972522,"score_spread":0.27522552823556,"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."}}