{"id":"W3015536754","doi":"10.1159/000506924","title":"Cognitive Impairment Correlates Linearly with Mean Flow Velocity by Transcranial Doppler below a Definable Threshold","year":2020,"lang":"en","type":"article","venue":"Cerebrovascular Diseases Extra","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Transcranial Doppler; Cardiology; Montreal Cognitive Assessment; Asymptomatic; Internal medicine; Cognition; Stenosis; Cognitive decline; Cerebral blood flow; Stroke (engine); Internal carotid artery; Neuropsychology; Middle cerebral artery; Cognitive impairment; Ischemia; Psychiatry; Dementia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003815477,0.0003736898,0.0003342212,0.0007604648,0.0002939092,0.0005068175,0.000240942,0.0003850985,0.002207507],"category_scores_gemma":[0.003444865,0.0001696042,0.000286136,0.0003731825,0.0003264134,0.0003057503,0.0003231865,0.0004269498,0.0004179848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002211335,"about_ca_system_score_gemma":0.0003015694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001875865,"about_ca_topic_score_gemma":0.001387932,"domain_scores_codex":[0.9997649,0.00003486765,0.00002927601,0.00005434973,0.0000658081,0.00005076267],"domain_scores_gemma":[0.998032,0.0005163777,0.0008817126,0.0001133975,0.0002039514,0.0002525831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001947326,0.00004231247,0.9977711,0.000004839317,0.00002305556,0.00007496928,0.00003788462,0.0000566035,0.0005716088,0.00001468923,0.00005061465,0.001157415],"study_design_scores_gemma":[0.000008297938,0.0001436474,0.9987128,0.00000274917,0.00001723184,0.0004981286,0.00003922968,0.0003330176,0.000152301,0.00003615431,0.0000529799,0.000003340421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992574,0.00005609565,0.000171274,0.00001448475,0.000003041298,0.000006482252,0.00008176134,0.000008259492,0.000401224],"genre_scores_gemma":[0.9997123,0.00001607068,0.00008290125,0.000009661937,0.000005794169,0.000004662509,0.00009538647,8.770542e-7,0.00007234652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002207507,"threshold_uncertainty_score":0.007384896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034616713202051,"score_gpt":0.2142091473790401,"score_spread":0.2038629802470196,"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."}}