{"id":"W1995915376","doi":"10.1097/mej.0b013e3280bef8ba","title":"Diagnostic peritoneal lavage and ultrasonography for blunt abdominal trauma: attitudes and training of current general surgical trainees","year":2007,"lang":"en","type":"article","venue":"European Journal of Emergency Medicine","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Diagnostic peritoneal lavage; Medicine; Blunt; Abdominal trauma; Ultrasonography; Radiology; Focused assessment with sonography for trauma; General 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":[],"consensus_categories":[],"category_scores_codex":[0.002667088,0.0002438936,0.0007434193,0.0003167368,0.00009241607,0.000004104399,0.0001058901,0.00003386088,0.0001585241],"category_scores_gemma":[0.0008044451,0.0001688258,0.0002128403,0.0001835652,0.0004537819,0.0001044566,0.00001747956,0.0003175072,3.655049e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000113154,"about_ca_system_score_gemma":0.00003609031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000376541,"about_ca_topic_score_gemma":0.000003857625,"domain_scores_codex":[0.9976528,0.0001220056,0.001322904,0.000203467,0.0003754301,0.0003233608],"domain_scores_gemma":[0.9982299,0.0005191695,0.0004538269,0.0001097854,0.000269433,0.0004179515],"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":[0.01062796,0.001459305,0.2694975,0.00369481,0.001216474,0.002255079,0.04241994,0.000007224498,0.0579069,0.002199301,0.01045783,0.5982577],"study_design_scores_gemma":[0.01095753,0.01252079,0.9267697,0.002161946,0.001020213,0.002344703,0.00515549,0.00003560789,0.001891786,0.00009515772,0.03669741,0.0003496736],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705212,0.0242907,0.002021041,0.000462634,0.001001339,0.0002309972,0.00001064624,0.000009516805,0.001452002],"genre_scores_gemma":[0.989247,0.005752681,0.002126445,0.00002625069,0.002734226,0.00000137906,0.000006078258,0.0000340532,0.00007192258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6572722,"threshold_uncertainty_score":0.6884516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08110724651364484,"score_gpt":0.3776083450947127,"score_spread":0.2965010985810679,"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."}}