{"id":"W2658497218","doi":"10.1089/neu.2017.5085","title":"Pressure Autoregulation Measurement Techniques in Adult Traumatic Brain Injury, Part I: A Scoping Review of Intermittent/Semi-Intermittent Methods","year":2017,"lang":"en","type":"review","venue":"Journal of Neurotrauma","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute for Health and Care Research","keywords":"Medicine; Traumatic brain injury; Cerebral autoregulation; Cerebral blood flow; Intracranial pressure; Cerebral perfusion pressure; Blood pressure; Anesthesia; Nuclear medicine; Internal medicine; Autoregulation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01468866,0.001390884,0.004089819,0.01534914,0.000660727,0.002918764,0.001659362,0.002018116,0.002644212],"category_scores_gemma":[0.04739594,0.001037424,0.005894977,0.01333496,0.00113146,0.003037974,0.001457344,0.001084239,0.0002847285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002477051,"about_ca_system_score_gemma":0.008402844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005243105,"about_ca_topic_score_gemma":0.01145553,"domain_scores_codex":[0.9880586,0.004113151,0.005146118,0.0007475232,0.001753225,0.0001813948],"domain_scores_gemma":[0.9508235,0.03823956,0.006919643,0.000760138,0.00309096,0.0001662679],"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":[0.0001999941,0.00003933947,0.0008862675,0.8249578,0.00371984,0.0001016605,0.0004652497,0.0001625096,0.00038833,0.0005127799,0.001259836,0.1673065],"study_design_scores_gemma":[0.000106868,0.0003503187,0.004841298,0.9367276,0.02473933,0.0005835895,0.0005144578,0.0001615913,0.0005164613,0.0004354146,0.0309719,0.00005107992],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005778639,0.9984908,0.0002999836,0.0001188006,0.00007243054,0.0001519915,0.00008769815,0.000004112735,0.0001962893],"genre_scores_gemma":[0.009014775,0.9879591,0.001823682,0.0002603839,0.00009317393,0.0006121038,0.0001269608,0.000004565989,0.0001052131],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01534914,"threshold_uncertainty_score":0.07768202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2947170094377057,"score_gpt":0.4847925208143813,"score_spread":0.1900755113766757,"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."}}