{"id":"W4392817532","doi":"10.1186/s13054-024-04859-6","title":"Prognostic value of near-infrared spectroscopy regional oxygen saturation and cerebrovascular reactivity index in acute traumatic neural injury: a CAnadian High-Resolution Traumatic Brain Injury (CAHR-TBI) Cohort Study","year":2024,"lang":"en","type":"article","venue":"Critical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Calgary; University of Manitoba; Hotchkiss Brain Institute; University of British Columbia; Manitoba Health","funders":"Canadian Institutes of Health Research; Maastricht Universitair Medisch Centrum; Svenska Läkaresällskapet; Health Sciences Centre Foundation; Svenska Kulturfonden; Universiteit Maastricht; Research Manitoba; Finska Läkaresällskapet; Karolinska Institutet; Natural Sciences and Engineering Research Council of Canada; Fondation Brain Canada; Canada Foundation for Innovation","keywords":"Medicine; Cohort; Traumatic brain injury; Proportional hazards model; Retrospective cohort study; Internal medicine; Cohort study; Logistic regression; Anesthesia; Cerebral perfusion pressure; Cerebral blood flow; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006996048,0.0004526057,0.0004517393,0.001067691,0.001142362,0.0007705986,0.0008732645,0.0004081629,0.0009800573],"category_scores_gemma":[0.001382685,0.0002501112,0.0005449324,0.001578449,0.0004792648,0.0002679139,0.0006470337,0.0006370625,0.0001050679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003064521,"about_ca_system_score_gemma":0.005875838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6729038,"about_ca_topic_score_gemma":0.6961428,"domain_scores_codex":[0.9995938,0.00003419849,0.00002064384,0.0001085417,0.0001235617,0.0001192366],"domain_scores_gemma":[0.9991304,0.00005468426,0.0002107646,0.00006709174,0.000286753,0.0002502335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001032059,0.00002089269,0.998629,0.000003720621,0.00005916025,0.00006112033,0.00006803714,0.00005961157,0.0001886438,0.00001837901,0.0001250856,0.0006630792],"study_design_scores_gemma":[0.000007071558,0.00003223243,0.9992418,0.000002691471,0.00003358372,0.00007216223,0.0001585372,0.0003085101,0.00004419889,0.00001197839,0.00008100691,0.000006250527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991623,0.00005693912,0.00004605647,0.00002724039,0.000002772175,0.00001175478,0.0005294227,0.000001987569,0.0001614755],"genre_scores_gemma":[0.9991676,0.00006544568,0.00007147363,0.00001323261,0.000003916972,0.000007051033,0.000579939,0.000001380069,0.00009002782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3270962,"threshold_uncertainty_score":0.658045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032666674335144,"score_gpt":0.3053409662970223,"score_spread":0.2850142995536709,"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."}}