{"id":"W4387764484","doi":"10.1007/s11682-023-00811-4","title":"Increased perivascular space volume in white matter and basal ganglia is associated with cognition in Parkinson’s Disease","year":2023,"lang":"en","type":"article","venue":"Brain Imaging and Behavior","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Southern California","keywords":"Basal ganglia; White matter; Cognition; Psychology; Neuroscience; Neuropsychology; Effects of sleep deprivation on cognitive performance; Frontal lobe; Hyperintensity; Magnetic resonance imaging; Medicine; Central nervous system; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002153215,0.0001524505,0.0001623752,0.0002141668,0.00009303042,0.0001202054,0.00006314797,0.0000310069,0.00007602464],"category_scores_gemma":[0.0001430146,0.0001453227,0.00002669017,0.0004090741,0.0001262105,0.00020193,0.00006041575,0.0001516622,0.00003327175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003612636,"about_ca_system_score_gemma":0.00003067892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002061138,"about_ca_topic_score_gemma":0.00009816411,"domain_scores_codex":[0.9987658,0.0001021144,0.0001381915,0.0004498414,0.0002005408,0.0003434774],"domain_scores_gemma":[0.9996398,0.00006031831,0.00003538461,0.0001174985,0.00001541363,0.0001315739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004762415,0.0001105122,0.982236,0.00001951727,0.000001133345,0.0005472511,0.0004061676,0.000001067265,0.01459962,0.000002129287,0.001609644,0.0004193762],"study_design_scores_gemma":[0.001380511,0.00002584629,0.9945399,0.0001583779,0.00004124034,0.00001080383,0.0001413154,0.002501916,0.0007590224,0.00008737151,0.0001400978,0.0002135636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953555,0.00006408557,0.000003640799,0.004101815,0.00003514903,0.0002378802,0.00006235787,0.00007075613,0.00006879315],"genre_scores_gemma":[0.9965322,0.00002872407,0.00001084292,0.002577383,0.00001817057,0.00006400522,0.00002271932,0.00002599718,0.0007199393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0138406,"threshold_uncertainty_score":0.5926089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214601842109135,"score_gpt":0.240818051960975,"score_spread":0.2286720335398836,"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."}}