{"id":"W4223890593","doi":"10.1111/acem.14497","title":"Epidemiology and management of abdominal injuries in children","year":2022,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation; Alberta Children's Hospital; Institute for Clinical Evaluative Sciences; University of Calgary","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Epidemiology; Pediatric surgery; Abdominal trauma; Guideline; Emergency department; Abdominal surgery; Emergency medicine; Pediatrics; Surgery; Blunt; Internal medicine; Nursing","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":[0.0006216031,0.000222596,0.0002656218,0.001940547,0.0003421026,0.0006596191,0.0005997628,0.0003565729,0.001364096],"category_scores_gemma":[0.004609196,0.0002276846,0.000393394,0.003433397,0.000557317,0.0006675228,0.0007548907,0.0006730526,0.0001227903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001349675,"about_ca_system_score_gemma":0.001246823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01520353,"about_ca_topic_score_gemma":0.01247956,"domain_scores_codex":[0.9985445,0.000258952,0.0002860338,0.0002717935,0.0004243059,0.0002144766],"domain_scores_gemma":[0.9946225,0.0004814291,0.004063821,0.00008053398,0.0003980212,0.0003536807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004684527,0.000005825053,0.9981358,0.00002896102,0.00001560256,0.00006277938,0.00005846511,0.00007161034,0.00003033387,0.00004578286,0.0002179183,0.001322303],"study_design_scores_gemma":[0.000001135451,0.00002228195,0.9982805,0.00005805833,0.000006407479,0.0008034508,0.0003159901,0.00008470914,0.00002889665,0.00003060223,0.0003656124,0.000002435268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898365,0.005180284,0.000376599,0.0007863963,0.00002851588,0.00003302106,0.002283625,0.00001926144,0.001455731],"genre_scores_gemma":[0.9939183,0.003952554,0.0004583433,0.0001247768,0.00005091758,0.00003056901,0.001385627,0.000005176227,0.00007373208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01520353,"threshold_uncertainty_score":0.0302301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04948108995400458,"score_gpt":0.3784213592711177,"score_spread":0.3289402693171131,"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."}}