{"id":"W2014629111","doi":"10.1016/j.resuscitation.2013.07.017","title":"Resuscitation following penetrating abdominal and pelvic trauma: Novel insights and useful reminders","year":2013,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Medicine; Resuscitation; Tourniquet; Battlefield; Tamponade; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004761668,0.0005394635,0.0007091725,0.0007017588,0.0003814297,0.0003003452,0.00009043681,0.001010793,0.00001127648],"category_scores_gemma":[0.0005821668,0.0004995781,0.0002577905,0.0003883134,0.0002034948,0.0006044305,0.00005149793,0.00132895,0.00002629774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002087047,"about_ca_system_score_gemma":0.0001689753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000163986,"about_ca_topic_score_gemma":0.00004157289,"domain_scores_codex":[0.9966796,0.0001640559,0.0007443674,0.0009514912,0.0009576481,0.0005028114],"domain_scores_gemma":[0.9979111,0.000767463,0.0004490378,0.000373729,0.0003053451,0.0001933047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009027569,0.0002064854,0.01463104,0.006184428,0.001805057,0.001138301,0.02226633,0.0000431154,0.07512617,0.0005531664,0.8229281,0.05421506],"study_design_scores_gemma":[0.0162418,0.0007969809,0.8308302,0.006031184,0.003380684,0.0002180238,0.006535881,0.005634191,0.0007883209,0.004091088,0.1224478,0.003003848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8446245,0.001751643,0.0007592947,0.1427159,0.00319227,0.001986616,0.00002288627,0.0001690635,0.00477784],"genre_scores_gemma":[0.9249502,0.0003270163,0.01023694,0.0540702,0.0064989,0.0002146662,0.002213294,0.0002403709,0.001248369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8161992,"threshold_uncertainty_score":0.9997456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216892131965732,"score_gpt":0.267040465221502,"score_spread":0.2453512520249288,"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."}}