{"id":"W2949113088","doi":"10.1097/pcc.0000000000002033","title":"Trauma Bay Disposition of Infants and Young Children With Mild Traumatic Brain Injury and Positive Head Imaging","year":2019,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Response Biomedical (Canada)","funders":"National Institute of General Medical Sciences","keywords":"Medicine; Glasgow Coma Scale; Trauma center; Pediatric trauma; Traumatic brain injury; Intensive care unit; Polytrauma; Midline shift; Intubation; Head trauma; Retrospective cohort study; Head injury; Pediatric intensive care unit; Injury Severity Score; Anesthesia; Pediatrics; Poison control; Emergency medicine; Surgery; Injury prevention; Hematoma; Internal medicine","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":[0.0005489105,0.0004207575,0.0005053631,0.0018063,0.0006143145,0.0007901147,0.0006259877,0.0006647707,0.002100453],"category_scores_gemma":[0.003671933,0.0004738975,0.0005455041,0.001665886,0.0004821932,0.0008828953,0.0007786683,0.0008175642,0.0003316348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007388164,"about_ca_system_score_gemma":0.0008982153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00619373,"about_ca_topic_score_gemma":0.007766557,"domain_scores_codex":[0.9991371,0.0001072983,0.0001577326,0.0001680843,0.0001961163,0.000233636],"domain_scores_gemma":[0.9971706,0.0002872006,0.001868181,0.00007320391,0.0001766131,0.0004241834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002924022,0.0000134139,0.9988972,0.000006937774,0.00001077575,0.0004505732,0.00005795652,0.00001666523,0.00004242989,0.000007679833,0.00005843994,0.0004086237],"study_design_scores_gemma":[0.000006315793,0.0001670663,0.9950956,0.00001686716,0.00001353671,0.003758271,0.0006560324,0.00007135975,0.00005035727,0.00001201831,0.0001474,0.00000517016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993088,0.0001878897,0.00003136455,0.0000226829,0.000005266004,0.00001503413,0.0002600623,0.000003188323,0.000165761],"genre_scores_gemma":[0.9989095,0.000266061,0.0001010628,0.00002797816,0.00001415234,0.00002506151,0.000590889,0.000002657022,0.00006258238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00619373,"threshold_uncertainty_score":0.01231533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008125902468013865,"score_gpt":0.291413999541547,"score_spread":0.2832880970735331,"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."}}