{"id":"W4388288345","doi":"10.3233/jad-230771","title":"Association of Age-Related Spontaneous Internal Jugular Vein Reflux with Cognitive Impairment and Incident Dementia","year":2023,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Reflux; Association (psychology); Medicine; Cognitive impairment; Internal jugular vein; Cognition; Audiology; Psychology; Internal medicine; Surgery; Psychiatry; Disease","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":[0.0004955253,0.0002275789,0.0003146119,0.0006238843,0.0003308699,0.0005848843,0.0002934176,0.0003922455,0.001384843],"category_scores_gemma":[0.002026732,0.0001694119,0.000300772,0.0006062814,0.0002166632,0.0003130471,0.0003055746,0.0005175255,0.0001441511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001851304,"about_ca_system_score_gemma":0.0003092029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002462528,"about_ca_topic_score_gemma":0.003437317,"domain_scores_codex":[0.9997625,0.000050099,0.00003611746,0.00004736958,0.00005568826,0.00004830322],"domain_scores_gemma":[0.9985189,0.0002158045,0.0007428669,0.00008545304,0.000182167,0.0002549099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009677566,0.00002605178,0.999113,0.000006020831,0.00002632059,0.00007070704,0.00001267365,0.00001106106,0.00006671915,0.000004039652,0.00001829493,0.0005482229],"study_design_scores_gemma":[0.00000349074,0.00007894143,0.9994267,0.000002444592,0.00001508064,0.0003323954,0.00002688607,0.00005312462,0.00002152997,0.00001123412,0.00002713899,9.506946e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990382,0.0004494087,0.0000387227,0.00002495762,0.00000729189,0.000003384621,0.0001074817,0.000002545623,0.0003279577],"genre_scores_gemma":[0.9996476,0.0001106467,0.00003349332,0.000008468462,0.00001612557,0.000001867058,0.0001191992,4.832582e-7,0.00006218469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002462528,"threshold_uncertainty_score":0.004896343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353325642114405,"score_gpt":0.2720217585125986,"score_spread":0.2584885020914546,"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."}}