{"id":"W3123000868","doi":"10.1007/s12028-020-01185-x","title":"Cerebrovascular Autoregulation Monitoring in the Management of Adult Severe Traumatic Brain Injury: A Delphi Consensus of Clinicians","year":2021,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Delphi method; Traumatic brain injury; Cerebral perfusion pressure; Intensive care medicine; Cerebral autoregulation; Neurology; Delphi; Autoregulation; Cerebral blood flow; Psychiatry; Blood pressure; Internal medicine","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":[0.0001868909,0.0001500897,0.0004144912,0.00006374347,0.00004165501,0.00001140478,0.0001370538,0.00007917843,0.00002316887],"category_scores_gemma":[0.0003792868,0.0001214263,0.000271583,0.0004066359,0.0001439343,0.00003253997,0.00003778657,0.000246747,0.00000224207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002437366,"about_ca_system_score_gemma":0.00005688192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001303395,"about_ca_topic_score_gemma":0.00001052999,"domain_scores_codex":[0.9980173,0.000281104,0.0006081706,0.0003028264,0.00057352,0.0002170904],"domain_scores_gemma":[0.9986185,0.0004309083,0.00006771342,0.0005486912,0.0002763287,0.00005789643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003176029,0.007561923,0.3462231,0.1040579,0.003082566,0.006670646,0.06615077,0.0005765962,0.02071375,0.1506425,0.003615435,0.2875289],"study_design_scores_gemma":[0.003965971,0.0007472709,0.9206578,0.003028007,0.0008395006,0.0003391715,0.04870614,0.0002276929,0.01979909,0.0009195125,0.0004847019,0.0002851979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945747,0.0004509644,0.00004341901,0.002451684,0.0001826526,0.000438409,0.00002268551,0.00002433826,0.001811155],"genre_scores_gemma":[0.9980584,0.00003956723,0.001181691,0.0005863585,0.00005558567,0.00002663092,0.00001513039,0.00001860916,0.0000179876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5744347,"threshold_uncertainty_score":0.4951623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03676469276486371,"score_gpt":0.3269627295831083,"score_spread":0.2901980368182446,"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."}}