{"id":"W2809337381","doi":"10.1038/s41598-018-28189-0","title":"Risk of Infection and Sepsis in Pediatric Patients with Traumatic Brain Injury Admitted to Hospital Following Major Trauma","year":2018,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Children's Hospital; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Traumatic brain injury; Sepsis; Odds ratio; Injury Severity Score; Retrospective cohort study; Head trauma; Population; Confounding; Emergency medicine; Pediatrics; Poison control; Pediatric trauma; Injury prevention; Internal medicine; Surgery; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003962441,0.0002163084,0.0002856374,0.0006452021,0.0003758364,0.0005792538,0.0003057343,0.0004562541,0.001214739],"category_scores_gemma":[0.002596408,0.000279331,0.0002631799,0.001047803,0.0003823112,0.0003835884,0.0004032399,0.0007412236,0.0001390155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006483946,"about_ca_system_score_gemma":0.0009259647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01761251,"about_ca_topic_score_gemma":0.01787492,"domain_scores_codex":[0.999513,0.0001158773,0.00004238424,0.0000556267,0.0001480754,0.0001248871],"domain_scores_gemma":[0.9986035,0.0001892296,0.0008102441,0.00004227836,0.0001069508,0.0002478209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003185512,0.000008817197,0.999402,0.000002864838,0.000008051649,0.00008129807,0.00002864148,0.00001008453,0.00002886799,0.000004375903,0.00003102652,0.0003621779],"study_design_scores_gemma":[0.000002578446,0.0000702772,0.9987883,0.000007034449,0.00000980907,0.0007142126,0.0002440032,0.00006960918,0.00002305293,0.000007816684,0.0000616381,0.000001688588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992484,0.0004338848,0.00002528351,0.00004396216,0.000003776363,0.0000033515,0.00006339046,0.000001649895,0.0001763449],"genre_scores_gemma":[0.9994059,0.0003449293,0.00005748383,0.00001857413,0.00001022904,0.000003801187,0.0001149565,8.839048e-7,0.0000434174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01761251,"threshold_uncertainty_score":0.03501999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008792076758426857,"score_gpt":0.2526724448840496,"score_spread":0.2438803681256227,"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."}}