{"id":"W4318924745","doi":"10.1089/neur.2022.0065","title":"Higher Oxygenation Is Associated with Improved Survival in Severe Traumatic Brain Injury but Not Traumatic Shock","year":2023,"lang":"en","type":"article","venue":"Neurotrauma Reports","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; University of Toronto; St. Michael's Hospital","funders":"National Heart, Lung, and Blood Institute; Medical Research and Materiel Command; Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada; American Heart Association","keywords":"Medicine; Glasgow Coma Scale; Hypoxemia; Traumatic brain injury; Injury Severity Score; Resuscitation; Abbreviated Injury Scale; Anesthesia; Confidence interval; Odds ratio; Traumatic Shock; Glasgow Outcome Scale; Poison control; Shock (circulatory); Emergency medicine; Internal medicine; Injury prevention","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005376529,0.0002340925,0.0002515765,0.0004982466,0.0002113579,0.0004423395,0.0001736019,0.0004010572,0.001570488],"category_scores_gemma":[0.002613847,0.0001535621,0.0003198802,0.0004344575,0.0003850893,0.0003114987,0.0004816403,0.0005890569,0.000146881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138028,"about_ca_system_score_gemma":0.0002174702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008321647,"about_ca_topic_score_gemma":0.00103818,"domain_scores_codex":[0.9997272,0.00009844745,0.00003221578,0.00003715143,0.00004051357,0.00006443972],"domain_scores_gemma":[0.9977568,0.0003618641,0.001342553,0.00008498156,0.0001069039,0.0003469637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005563417,0.00005302472,0.9946461,0.00002419455,0.0001170346,0.0001851436,0.00005624752,0.0001466582,0.0009677842,0.00003013269,0.0001321437,0.003085413],"study_design_scores_gemma":[0.000006485871,0.0001819626,0.9987603,0.000008421041,0.00003781666,0.0003513842,0.00006479685,0.0003426464,0.00008656285,0.00007135843,0.00008480345,0.000003523601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992726,0.0002124345,0.0001210705,0.0000802337,0.000007748855,0.000002790115,0.00005814624,0.000003972802,0.0002409709],"genre_scores_gemma":[0.9996321,0.0001145165,0.00004778726,0.0000237928,0.00001777138,0.000002036656,0.00008173945,0.000001191946,0.00007901332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001570488,"threshold_uncertainty_score":0.005253851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04978835585104097,"score_gpt":0.2927460797652928,"score_spread":0.2429577239142519,"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."}}