{"id":"W4401432966","doi":"10.1177/0271678x241270452","title":"Neurovascular coupling methods in healthy individuals using transcranial doppler ultrasonography: A systematic review and consensus agreement","year":2024,"lang":"en","type":"review","venue":"Journal of Cerebral Blood Flow & Metabolism","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Vancouver General Hospital; McGill University; University of British Columbia","funders":"NIHR Leicester Biomedical Research Centre; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Transcranial Doppler; Medicine; Supine position; Neurovascular bundle; Cerebral blood flow; Checklist; Middle cerebral artery; Physical medicine and rehabilitation; Internal medicine; Cardiology; Psychology; Surgery; Ischemia","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":[0.05903684,0.002236112,0.01302139,0.02600952,0.001706732,0.006047662,0.005644809,0.00359821,0.006754766],"category_scores_gemma":[0.1639364,0.002184272,0.01245083,0.01783772,0.002139837,0.007328392,0.005509052,0.002250375,0.0008832306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00882696,"about_ca_system_score_gemma":0.03890279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01345998,"about_ca_topic_score_gemma":0.03287644,"domain_scores_codex":[0.9433352,0.01511278,0.02956748,0.00312816,0.008028096,0.0008283001],"domain_scores_gemma":[0.8852754,0.07410449,0.02007902,0.002825476,0.01672138,0.0009942681],"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":[0.000102155,0.00001168943,0.0004951293,0.9587781,0.003694295,0.00006517374,0.0007923406,0.00008872601,0.0001472099,0.0004826478,0.001556719,0.03378577],"study_design_scores_gemma":[0.0001288683,0.00004832884,0.001134296,0.9683,0.01645248,0.0001132517,0.0005662168,0.0000627207,0.0001124898,0.000482567,0.01255867,0.00004013689],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001772667,0.9861588,0.002216,0.001725088,0.0004927761,0.004862382,0.00160594,0.00004472152,0.001121626],"genre_scores_gemma":[0.02096807,0.9532479,0.009215768,0.001873583,0.0001781367,0.01271928,0.001291597,0.00004004707,0.0004655984],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05903684,"threshold_uncertainty_score":0.3122203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05845102512714385,"score_gpt":0.3818780459906168,"score_spread":0.323427020863473,"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."}}