{"id":"W2877762558","doi":"10.1007/s12028-018-0570-4","title":"Continuous Assessment of “Optimal” Cerebral Perfusion Pressure in Traumatic Brain Injury: A Cohort Study of Feasibility, Reliability, and Relation to Outcome","year":2018,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Traumatic brain injury; Retrospective cohort study; Cerebral autoregulation; Kappa; Cerebral perfusion pressure; Cerebral blood flow; Cohort; Autoregulation; Cohort study; Anesthesia; Internal medicine; Blood pressure; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004588762,0.0001835424,0.0007278788,0.0001327471,0.00005003022,0.00001324319,0.0001158875,0.0000930408,0.00005319618],"category_scores_gemma":[0.001567052,0.0001581403,0.00009384651,0.0002761542,0.000219326,0.0000877574,0.000123629,0.0002805823,0.000001234635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004043074,"about_ca_system_score_gemma":0.00004762217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009925624,"about_ca_topic_score_gemma":0.00008678786,"domain_scores_codex":[0.9975044,0.0003609831,0.0007870488,0.0005402642,0.0005854763,0.0002218512],"domain_scores_gemma":[0.9985216,0.0003560703,0.00007794792,0.0005682169,0.0003288413,0.0001473024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003606567,0.001028199,0.9920977,0.0009534626,0.00001986466,0.00001107217,0.003382133,0.000008462398,0.001224227,0.0002186296,0.0000519596,0.0006436722],"study_design_scores_gemma":[0.002085758,0.007436413,0.9860258,0.0001634027,0.0002211715,0.00001614049,0.002968217,0.0005174592,0.0003695619,0.00004372725,0.00003611497,0.0001163091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957329,0.00005033828,0.0000660241,0.0006783609,0.0001141853,0.002495938,0.00002634711,0.00003073415,0.0008051911],"genre_scores_gemma":[0.9990022,0.000001306412,0.0006049693,0.0002461547,0.00003423742,0.00005059671,0.000006403962,0.00001951539,0.00003463179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006408215,"threshold_uncertainty_score":0.6448773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03460460281538695,"score_gpt":0.3666216512200431,"score_spread":0.3320170484046561,"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."}}