{"id":"W4386912941","doi":"10.1111/nicc.12973","title":"The impact of brain tissue oxygenation monitoring on the Glasgow Outcome Scale/Glasgow Outcome Scale Extended in patients with moderate to severe traumatic brain injury: A systematic review","year":2023,"lang":"en","type":"review","venue":"Nursing in Critical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Glasgow Outcome Scale; Traumatic brain injury; Medicine; Intracranial pressure; Cerebral perfusion pressure; Glasgow Coma Scale; Intensive care unit; Observational study; Randomized controlled trial; Intracranial pressure monitoring; Intensive care medicine; Internal medicine; Emergency medicine; Anesthesia; Perfusion; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001957636,0.000790635,0.003922199,0.0003887349,0.0002205058,0.0001236616,0.0005964504,0.0003119033,0.00001176691],"category_scores_gemma":[0.0068031,0.0004039801,0.0007489917,0.001503274,0.0002615946,0.0001248097,0.0000538341,0.001155112,0.00003789748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127018,"about_ca_system_score_gemma":0.0002195307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000338468,"about_ca_topic_score_gemma":0.00003960445,"domain_scores_codex":[0.9930544,0.001694148,0.002433166,0.0007661915,0.001317996,0.0007340244],"domain_scores_gemma":[0.9930969,0.004583699,0.0004199895,0.001332887,0.0003291503,0.000237307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002598308,0.0004858848,0.001242892,0.9155046,0.0001922395,0.0000273715,0.002315033,0.00001612934,6.133727e-7,0.0002171545,0.0002852263,0.07945307],"study_design_scores_gemma":[0.0008986194,0.001282034,0.01463851,0.9794034,0.001623793,0.00003196178,0.001268582,0.00003550415,0.000004222068,0.0001394372,0.0001178614,0.0005560467],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01920129,0.9584308,0.00004244708,0.004790859,0.0007378372,0.01604942,0.0002812301,0.0001485307,0.0003175887],"genre_scores_gemma":[0.7183803,0.2718387,0.0006266308,0.001746203,0.0004697191,0.005263102,0.0003733741,0.0008225741,0.0004794488],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.699179,"threshold_uncertainty_score":0.9998412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031026964628106,"score_gpt":0.4484602891210178,"score_spread":0.3453575926582072,"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."}}