{"id":"W2021543863","doi":"10.1016/j.annemergmed.2012.08.030","title":"The Prevalence of Traumatic Brain Injuries After Minor Blunt Head Trauma in Children With Ventricular Shunts","year":2012,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Maternal and Child Health Bureau; School of Medicine; University at Buffalo; Brown University; College of Engineering, Michigan State University; University of California, Davis; U.S. Public Health Service; School of Medicine, New York University; Health Resources and Services Administration; Children's National Hospital; York University; Michigan State University; George Washington University","keywords":"Medicine; Glasgow Coma Scale; Traumatic brain injury; Head trauma; Blunt trauma; Confidence interval; Blunt; Head injury; Pediatric trauma; Prospective cohort study; Poison control; Pediatrics; Anesthesia; Surgery; Injury prevention; Emergency medicine; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004431746,0.0003809302,0.0004830643,0.002420963,0.0006052637,0.0009231379,0.0005487583,0.001007387,0.00369179],"category_scores_gemma":[0.004234665,0.0004561657,0.0008123338,0.0018176,0.0006491746,0.001104777,0.0006836402,0.0009428536,0.0004397792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003576078,"about_ca_system_score_gemma":0.0005660583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004328275,"about_ca_topic_score_gemma":0.003583269,"domain_scores_codex":[0.9992245,0.0001276944,0.0001436981,0.0001150157,0.0001483352,0.000240826],"domain_scores_gemma":[0.9970462,0.0005052576,0.001639265,0.0001026256,0.0002247521,0.0004819551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003389749,0.00001908467,0.9989353,0.000007035404,0.00001337362,0.0002920626,0.0001083907,0.00001300101,0.00009635291,0.00001734156,0.00003936901,0.0004247606],"study_design_scores_gemma":[0.000001701555,0.00005719714,0.9970081,0.000006158327,0.00001120003,0.002012796,0.0007402732,0.00004302103,0.00003303958,0.00001594901,0.00006693697,0.000003653716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990062,0.0002334693,0.00003587518,0.00006331981,0.000008772146,0.000003813429,0.0002153912,0.000004574003,0.0004284312],"genre_scores_gemma":[0.9995166,0.0002147749,0.00003314116,0.00001387759,0.00001611706,0.000004479816,0.0001340607,0.000002049426,0.00006488953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004328275,"threshold_uncertainty_score":0.01235026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06534352409819424,"score_gpt":0.3523768116229561,"score_spread":0.2870332875247619,"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."}}