{"id":"W4318667568","doi":"10.1097/pec.0000000000002896","title":"Thoracic Imaging in Pediatric Trauma","year":2023,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Radiography; Trauma center; Pediatric trauma; Radiology; Retrospective cohort study; Focused assessment with sonography for trauma; Incidence (geometry); Emergency medicine; Injury prevention; Poison control; Surgery; Blunt; Abdominal trauma","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009781856,0.0004531103,0.000300258,0.001901235,0.0004155314,0.0008673547,0.0004797529,0.000630476,0.005353494],"category_scores_gemma":[0.00495258,0.0002199089,0.0002524725,0.001629663,0.000616027,0.001012595,0.0006442727,0.0009194306,0.001077126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003320185,"about_ca_system_score_gemma":0.001145869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001537,"about_ca_topic_score_gemma":0.001325292,"domain_scores_codex":[0.9991915,0.0002754252,0.0001727858,0.00009000765,0.0001854925,0.00008486061],"domain_scores_gemma":[0.9972253,0.0009307298,0.001008338,0.0001177705,0.0005144162,0.000203475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000870832,0.00009535403,0.7291942,0.00145044,0.00006457892,0.02797108,0.0005123033,0.0005355463,0.001890633,0.001120137,0.009961917,0.2271168],"study_design_scores_gemma":[0.00002761903,0.0002913432,0.4021572,0.002135893,0.0001201535,0.543281,0.001347859,0.0006367994,0.002035824,0.001126529,0.0468127,0.00002696681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5377949,0.3717843,0.01608774,0.01274937,0.002071744,0.0004076873,0.001214084,0.0004333577,0.05745678],"genre_scores_gemma":[0.8612998,0.1154638,0.01414951,0.00192615,0.003070379,0.0001467117,0.0008762734,0.00006833092,0.002999088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005353494,"threshold_uncertainty_score":0.01790917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433499676000356,"score_gpt":0.3251288171250088,"score_spread":0.3007938203650052,"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."}}