{"id":"W4322101885","doi":"10.1016/j.nic.2023.01.008","title":"Cerebrovascular Reactivity and Concussion","year":2023,"lang":"en","type":"review","venue":"Neuroimaging Clinics of North America","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; Sunnybrook Health Science Centre; University Health Network; Health Sciences Centre; University of Toronto","funders":"U.S. Department of Veterans Affairs","keywords":"Medicine; Concussion; Cerebral blood flow; Cardiology; Vasodilation; Internal medicine; Neuroscience; Physical medicine and rehabilitation; Poison control; Injury prevention; Emergency 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003195497,0.000466412,0.00289481,0.0002489634,0.00008965658,0.00002148952,0.0002277731,0.0001312608,0.00001225612],"category_scores_gemma":[0.001055173,0.0003630325,0.001033444,0.0006846447,0.0004849723,0.00008232966,0.0001865779,0.0009159864,0.00007150358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000188248,"about_ca_system_score_gemma":0.0002727803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002108921,"about_ca_topic_score_gemma":0.00000220994,"domain_scores_codex":[0.997027,0.0003015118,0.001077195,0.0008224752,0.0004569592,0.0003148171],"domain_scores_gemma":[0.9965426,0.001314292,0.0008816217,0.0009808695,0.00007807041,0.0002025392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001465032,0.00009812199,0.001552297,0.0200918,0.0002487974,0.00006166368,0.00002309555,2.578665e-7,2.098739e-7,0.000002634746,0.0004032713,0.9775032],"study_design_scores_gemma":[0.0003972693,0.0002572971,0.009666207,0.007412677,0.002402327,0.0001393629,0.000006581541,0.00002485107,4.09953e-7,0.00001136694,0.9793993,0.0002824122],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002745638,0.9951566,0.00003423275,0.0001077374,0.0004261606,0.0009367298,0.00007521849,0.0002093115,0.0003083334],"genre_scores_gemma":[0.0002036889,0.9986193,0.0003270164,0.0002555971,0.000137785,0.00003214602,0.0001311937,0.0001194052,0.0001738217],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.978996,"threshold_uncertainty_score":0.9998822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08151505157388877,"score_gpt":0.371954584454733,"score_spread":0.2904395328808442,"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."}}