{"id":"W4408290108","doi":"10.1097/scs.0000000000011167","title":"The Association Between Hyponatremia and Prognosis in Traumatic Brain Injury: A Comprehensive Meta-Analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hyponatremia; Glasgow Coma Scale; Traumatic brain injury; Glasgow Outcome Scale; Meta-analysis; Intensive care medicine; MEDLINE; Emergency medicine; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01367397,0.002797993,0.01270038,0.005780208,0.0007192879,0.00325496,0.00173471,0.002170603,0.002458423],"category_scores_gemma":[0.02761362,0.001429068,0.05485639,0.006327638,0.0004930534,0.001516452,0.00151928,0.001699083,0.000266471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001585918,"about_ca_system_score_gemma":0.002283181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005797071,"about_ca_topic_score_gemma":0.01134514,"domain_scores_codex":[0.9917651,0.004078551,0.002052647,0.001063757,0.0006841872,0.0003557204],"domain_scores_gemma":[0.9867548,0.009468645,0.001567973,0.0009201017,0.0010721,0.0002163091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001823634,0.00001684208,0.009913284,0.0590454,0.9233478,0.00009384706,0.00004199607,0.0005088375,0.0002389105,0.00008157277,0.0003233819,0.004564499],"study_design_scores_gemma":[0.0002059208,0.0001306181,0.005045249,0.003005804,0.9905341,0.00006507321,0.00001951731,0.0001775211,0.00007632349,0.0001277464,0.0005975536,0.00001458562],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02050344,0.974601,0.002174951,0.000422103,0.0004078243,0.0002688253,0.001168343,0.00006976672,0.0003836925],"genre_scores_gemma":[0.5827288,0.4060159,0.00511625,0.001366542,0.0007195502,0.001320908,0.00193337,0.00009975527,0.0006989061],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01367397,"threshold_uncertainty_score":0.07231575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05379256241064328,"score_gpt":0.3278571051245802,"score_spread":0.2740645427139369,"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."}}