{"id":"W2083612593","doi":"10.1097/paf.0b013e318173f067","title":"Evaluation of Aortic Injury in Driver Fatalities Occurring in Motor Vehicle Accidents in the State of Maryland for 2003 and 2004","year":2008,"lang":"en","type":"article","venue":"American Journal of Forensic Medicine & Pathology","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Medicine; Autopsy; Demographics; Extant taxon; Injury prevention; Poison control; Epidemiology; Cause of death; Mortality rate; Surgery; Emergency medicine; Internal medicine; Demography; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.002156216,0.00009411312,0.0005686823,0.0005298418,0.00001130376,0.000001097164,0.00008446435,0.0000220828,0.00001450239],"category_scores_gemma":[0.000937144,0.0000631295,0.00003462936,0.0004164926,0.0005644655,0.00008523442,0.00001712224,0.000148317,1.400981e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005168157,"about_ca_system_score_gemma":0.0001086382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004291426,"about_ca_topic_score_gemma":0.000133278,"domain_scores_codex":[0.9983509,0.0002290293,0.0007071309,0.0001077749,0.0004370084,0.0001682031],"domain_scores_gemma":[0.9988397,0.0002181974,0.0004823207,0.0001241237,0.0002954329,0.00004021525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006424453,0.0001321984,0.8647333,0.00005848996,0.00003324441,0.0002043399,0.007259036,0.00005329593,0.0008489925,0.00001287389,0.000414173,0.1256076],"study_design_scores_gemma":[0.005302807,0.003075356,0.9861938,0.0004023275,0.0001668551,0.000175229,0.003311501,0.0003875158,0.0002855605,0.0006282341,0.00002009771,0.00005066863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980171,0.0007874644,0.00005946514,0.00054959,0.00008876864,0.0004202783,0.00000449744,0.000001185169,0.00007166914],"genre_scores_gemma":[0.9988107,0.0003595349,0.0003889464,0.0003693084,0.00003958097,0.00001453566,0.000002717868,0.000006677719,0.000008002377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1255569,"threshold_uncertainty_score":0.2574346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03735084791588335,"score_gpt":0.3305988880756454,"score_spread":0.2932480401597621,"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."}}