{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001681608,0.0002542979,0.0005922153,0.0002712467,0.00007574348,0.00001199169,0.00005132241,0.0001148616,0.00008494456],"category_scores_gemma":[0.0001701971,0.0001734912,0.00005004472,0.0003231399,0.0003671123,0.0001282442,0.00003218737,0.0004002713,0.000004150433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003518285,"about_ca_system_score_gemma":0.00003951705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002019405,"about_ca_topic_score_gemma":0.00002574577,"domain_scores_codex":[0.9983809,0.00005534833,0.0004053001,0.0004121378,0.0004337109,0.0003126311],"domain_scores_gemma":[0.9989053,0.0003257063,0.00006425004,0.0002206139,0.000187016,0.0002971125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004379033,0.0001227295,0.9758347,0.0008248682,0.00007840451,0.00004804656,0.005763057,2.894717e-7,0.0004290763,0.0002743845,0.000170453,0.01601612],"study_design_scores_gemma":[0.004838977,0.001794508,0.9883653,0.0008908592,0.001180734,0.0006936106,0.001712819,0.00007804272,0.0001655942,0.00006122937,0.000006701065,0.000211627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821967,0.01034683,0.00006752366,0.005300947,0.0001370761,0.0006618841,0.00005342069,0.00004596329,0.001189646],"genre_scores_gemma":[0.9982271,0.0004016869,0.0001765522,0.0005748465,0.0004271524,0.000006079416,0.0001271653,0.00003392496,0.00002546594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01603042,"threshold_uncertainty_score":0.7074767,"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."}}