{"id":"W4417534796","doi":"10.14814/phy2.70660","title":"Intercerebral autoregulation index consistency in the derivation of <scp>CPPopt</scp> , <scp>MAPopt</scp> , and <scp>BISopt</scp> in humans: A scoping review","year":2025,"lang":"en","type":"article","venue":"Physiological Reports","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pan Am Clinic; Manitoba Health; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada; RES’EAU-WaterNET; Medtronic","keywords":"Bispectral index; Sedation; Cerebral autoregulation; Neurointensive care; Comparability; Cerebral perfusion pressure; Autoregulation; Transcranial Doppler","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001516974,0.0003628739,0.001115487,0.0002505392,0.0001248429,0.00004166807,0.0002051576,0.0002437231,0.0000100684],"category_scores_gemma":[0.01128613,0.0002473551,0.000262492,0.0009248417,0.0004258265,0.0002199938,0.0001453322,0.000531574,0.000002647372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006270198,"about_ca_system_score_gemma":0.0001672081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006659976,"about_ca_topic_score_gemma":0.0000451822,"domain_scores_codex":[0.9961966,0.0004776568,0.001609428,0.0007854064,0.0004888335,0.0004420204],"domain_scores_gemma":[0.9963678,0.001969943,0.0007085312,0.0007264568,0.0001393275,0.00008796273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006605915,0.004124198,0.8137115,0.05134974,0.0007121365,0.001206648,0.0105806,0.0002309986,0.05306509,0.01204163,0.02229415,0.03061731],"study_design_scores_gemma":[0.0007866497,0.000304728,0.9656462,0.020642,0.0001355302,0.00009497883,0.0008601336,0.0001361086,0.001564912,0.009023785,0.0007619574,0.00004301625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789523,0.01405634,0.0001529888,0.0002355654,0.0001933038,0.001980618,0.000002481184,0.00007271339,0.004353641],"genre_scores_gemma":[0.9948667,0.00245035,0.0002109843,0.001859588,0.00006890352,0.0002416874,0.00007155124,0.0000169451,0.0002132942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1519348,"threshold_uncertainty_score":0.9999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03986299645938619,"score_gpt":0.3184012451196471,"score_spread":0.2785382486602609,"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."}}