{"id":"W2094089979","doi":"10.1016/j.amjsurg.2004.02.003","title":"The hand-held ultrasound examination for penetrating abdominal trauma","year":2004,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Hospital and Health Sciences Centre; Foothills Medical Centre","funders":"","keywords":"Medicine; Focused assessment with sonography for trauma; Diagnostic peritoneal lavage; Abdomen; Penetrating trauma; Radiology; Abdominal trauma; Ultrasound; Ultrasonography; Torso; Physical examination; Surgery; Blunt; Anatomy","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":[0.002317874,0.000126092,0.0004126772,0.00009313582,0.0004491668,0.00007576275,0.0001431577,0.00002081088,0.0000105397],"category_scores_gemma":[0.0009147268,0.00006358345,0.0003258424,0.0002176903,0.0007839903,0.0001350022,0.000007646709,0.0002421226,0.000003360192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007043289,"about_ca_system_score_gemma":0.0002142309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002092829,"about_ca_topic_score_gemma":0.00000357431,"domain_scores_codex":[0.9986612,0.0001038041,0.0005548072,0.00008790544,0.0003389673,0.0002532895],"domain_scores_gemma":[0.9958036,0.00288302,0.0007821281,0.0001683913,0.0002684935,0.00009437374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005987127,0.0002428634,0.01025972,0.00006224273,0.0004418393,0.00007739472,0.003303827,0.00005863677,0.05414511,0.0007955332,0.002198093,0.9224276],"study_design_scores_gemma":[0.002177422,0.002743773,0.9118304,0.000609257,0.00057388,0.005543309,0.01825705,0.00002578814,0.04955447,0.00389689,0.004466311,0.00032144],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914088,0.0005387617,0.002418736,0.00491968,0.0002762489,0.0001321751,0.000002378597,0.000007175635,0.0002960039],"genre_scores_gemma":[0.9972575,0.0002482691,0.001135563,0.000492307,0.0007159082,0.000007393284,0.000001292069,0.00001936011,0.0001224488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9221062,"threshold_uncertainty_score":0.3454673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03889565197123734,"score_gpt":0.3021350895856436,"score_spread":0.2632394376144063,"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."}}