{"id":"W4312190624","doi":"10.1186/s40635-022-00482-3","title":"Cerebrovascular pressure reactivity and brain tissue oxygen monitoring provide complementary information regarding the lower and upper limits of cerebral blood flow control in traumatic brain injury: a CAnadian High Resolution-TBI (CAHR-TBI) cohort study","year":2022,"lang":"en","type":"article","venue":"Intensive Care Medicine Experimental","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":24,"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; Health Sciences Centre Foundation; Svenska Kulturfonden; University of Manitoba; Institute of Neurosciences, Mental Health and Addiction; Natural Sciences and Engineering Research Council of Canada; Karolinska Institutet; Familjen Erling-Perssons Stiftelse; Manitoba Medical Service Foundation; Canada Foundation for Innovation; Research Manitoba; Finska Läkaresällskapet","keywords":"Traumatic brain injury; Medicine; Intracranial pressure; Cerebral blood flow; Cerebral perfusion pressure; Population; Intensive care; Blood pressure; Anesthesia; Cardiology; Internal medicine; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008552277,0.0003274026,0.0007771062,0.0003273745,0.0003763908,0.00002950523,0.000179879,0.00006627104,0.0001358364],"category_scores_gemma":[0.0007993846,0.0002564894,0.0000894109,0.0002731314,0.0003068299,0.0003250687,0.0001264346,0.000532789,6.708564e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002655885,"about_ca_system_score_gemma":0.0001423997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05035497,"about_ca_topic_score_gemma":0.00370747,"domain_scores_codex":[0.9972047,0.0005059332,0.0006851899,0.0004472888,0.0007735185,0.0003833846],"domain_scores_gemma":[0.998391,0.0003421222,0.0002184168,0.0004711897,0.0003654388,0.0002117961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002254226,0.0007912147,0.7470211,0.0007265229,0.002904827,0.0002352141,0.1997788,0.0001253731,0.02521579,0.000134245,0.01331809,0.007494584],"study_design_scores_gemma":[0.01366732,0.006176546,0.5592582,0.0005916532,0.000884063,0.0003661388,0.4053095,0.0006094418,0.007060407,0.0000132758,0.005681785,0.0003816968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854681,0.00299123,0.00001288385,0.006885817,0.0005285261,0.003802035,0.0001659161,0.0000299806,0.0001155016],"genre_scores_gemma":[0.9958598,0.00001231161,0.0000714809,0.003256125,0.0001520395,0.0004531733,0.000139632,0.00002921793,0.00002620919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2055307,"threshold_uncertainty_score":0.9999887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01678660441921471,"score_gpt":0.2840576372585966,"score_spread":0.2672710328393819,"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."}}