{"id":"W4294142649","doi":"10.3389/fneur.2022.963648","title":"Night blood pressure variability, brain atrophy, and cognitive decline","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Ministry of Science and ICT, South Korea; National Research Foundation of Korea; Korea University; National Research Foundation; Korea Centers for Disease Control and Prevention; Korea University Medicine","keywords":"Cardiology; Ambulatory blood pressure; Medicine; Internal medicine; Blood pressure; Brain size; Atrophy; Entorhinal cortex; Verbal fluency test; Montreal Cognitive Assessment; Cognitive decline; Psychology; Neuropsychology; Dementia; Audiology; Cognition; Magnetic resonance imaging; Hippocampus; Disease; Psychiatry","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":[0.0004608198,0.0002798084,0.000236719,0.0004368971,0.0002227712,0.0004511979,0.000301765,0.0002599985,0.0007485849],"category_scores_gemma":[0.001719116,0.000120016,0.0002518244,0.0005914067,0.0001858357,0.0001994174,0.0002332962,0.0004362859,0.00007345602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002104095,"about_ca_system_score_gemma":0.0002231426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005055873,"about_ca_topic_score_gemma":0.004332426,"domain_scores_codex":[0.9998338,0.00004056812,0.00001624185,0.00004216671,0.00004270796,0.00002452019],"domain_scores_gemma":[0.9985107,0.0002681905,0.0007797859,0.00007800956,0.000118096,0.0002452676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002354538,0.0000555896,0.9953441,0.00002455669,0.0001305414,0.00006228258,0.00003925102,0.00006456592,0.0002749863,0.00001751673,0.0001052497,0.003645923],"study_design_scores_gemma":[0.000002056548,0.00004220751,0.9996518,0.00000215926,0.0000171417,0.00008148957,0.00001172553,0.00009083443,0.00002680042,0.00003115649,0.00004136253,0.000001337453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970444,0.001721551,0.0001383999,0.00007077185,0.0000177883,0.000004020085,0.0004909927,0.00001273091,0.0004993146],"genre_scores_gemma":[0.9992612,0.0002410775,0.00008950333,0.00001837967,0.00002468674,0.000003063506,0.0002719881,0.000001859227,0.00008828048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005055873,"threshold_uncertainty_score":0.01005292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006509890760366501,"score_gpt":0.2644355265173634,"score_spread":0.2579256357569968,"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."}}