{"id":"W2039881070","doi":"10.1089/neu.2012.2410","title":"Hypernatremia Is Associated with Increased Risk of Mortality in Pediatric Severe Traumatic Brain Injury","year":2012,"lang":"en","type":"article","venue":"Journal of Neurotrauma","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute; Translational Research in Oncology; London Health Sciences Centre; Western University","funders":"London Health Sciences Centre","keywords":"Hypernatremia; Medicine; Traumatic brain injury; Glasgow Coma Scale; Diabetes insipidus; Retrospective cohort study; Cohort; Pediatrics; Odds ratio; Poison control; Cohort study; Incidence (geometry); Glasgow Outcome Scale; Anesthesia; Internal medicine; Emergency medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007636996,0.0001671244,0.0005641668,0.0003190898,0.00002766016,0.000007215984,0.0001247675,0.0001012407,0.00006806371],"category_scores_gemma":[0.0005078102,0.0001237888,0.0001921969,0.000500874,0.00004860799,0.0002291891,0.00001188051,0.0006748859,0.000003002083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007337993,"about_ca_system_score_gemma":0.0001768617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001091161,"about_ca_topic_score_gemma":0.00004519161,"domain_scores_codex":[0.9981135,0.0001896601,0.0006736682,0.0001051277,0.0005998763,0.0003182034],"domain_scores_gemma":[0.9984507,0.0002391584,0.0007683496,0.0001644038,0.000162159,0.000215238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006967442,0.0008858839,0.9906149,0.00008199322,0.0002100599,0.00008576902,0.000559739,0.000008213176,0.003916406,0.000007143599,0.001340461,0.001592716],"study_design_scores_gemma":[0.0031672,0.001392717,0.993315,0.000104247,0.0006021271,0.000246787,0.00008885326,0.00004038933,0.0008016807,0.00008570103,0.00004031215,0.0001149487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975004,0.0005761184,0.000005120271,0.0003296825,0.0000348804,0.0001816323,0.00001518996,0.000008551575,0.001348427],"genre_scores_gemma":[0.998671,0.0004278517,0.00004842618,0.0006289638,0.0001572348,0.000001849338,0.000002687245,0.00002622233,0.00003578267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003114725,"threshold_uncertainty_score":0.5047962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03985750821395217,"score_gpt":0.3099168366631692,"score_spread":0.270059328449217,"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."}}