{"id":"W4412630207","doi":"10.1097/qad.0000000000004300","title":"Glymphatic dysfunction in HIV: a resting-state functional magnetic resonance imaging biomarker linking cognitive impairment and immune suppression","year":2025,"lang":"en","type":"article","venue":"AIDS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Neuropsychology; Cognition; Medicine; Internal medicine; Working memory; Bayesian multivariate linear regression; Resting state fMRI; Neuropsychological assessment; Executive functions; Psychology; Audiology; Verbal fluency test; Linear regression; Neuroscience; Cognitive impairment; 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":[0.0002218314,0.000370789,0.0002046593,0.0004526788,0.0002307079,0.000378419,0.0001412473,0.0002740086,0.0006500596],"category_scores_gemma":[0.0007114778,0.0001301683,0.0001285854,0.0003176093,0.0001924619,0.0002286196,0.0002590409,0.0002602358,0.000081257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243096,"about_ca_system_score_gemma":0.0001216118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001334831,"about_ca_topic_score_gemma":0.001781676,"domain_scores_codex":[0.9999385,0.00001515272,0.000007202666,0.0000143329,0.0000126176,0.00001224398],"domain_scores_gemma":[0.9997627,0.00003501453,0.0001287164,0.00001311818,0.00002127826,0.00003907189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005365118,0.00008048192,0.9881827,0.00003532864,0.0001147737,0.0003816564,0.0001100629,0.00008881831,0.005655284,0.00002524648,0.00005317288,0.004735979],"study_design_scores_gemma":[0.000005667193,0.0002100602,0.9981636,0.000007723062,0.0000268761,0.0007480788,0.0000853509,0.000188379,0.0004602108,0.00003432768,0.00006745196,0.000002285871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994183,0.0002449767,0.00006470049,0.00001153406,0.00000141561,0.000005773603,0.00007966308,0.0000018811,0.0001717537],"genre_scores_gemma":[0.99961,0.0001071407,0.0001090602,0.00001155041,0.000003625299,0.000004243654,0.00008048722,5.19191e-7,0.00007340833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001334831,"threshold_uncertainty_score":0.002654135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348398217766165,"score_gpt":0.2529494151814111,"score_spread":0.2394654330037495,"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."}}