{"id":"W4410098827","doi":"10.1002/brb3.70509","title":"Cognition‐Associated Changes in Retinal Thickness Relate to Limbic and Temporal Cortical Atrophy in Parkinson's Disease","year":2025,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retinal; Neuroscience; Temporal lobe; Atrophy; Psychology; Cerebral cortex; Cognition; Cognitive decline; Posterior cingulate; Montreal Cognitive Assessment; Medicine; Pathology; Ophthalmology; Disease; Dementia; Cognitive impairment; Epilepsy","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":[0.0001717039,0.0001571412,0.0002687584,0.0002447198,0.0000679111,0.00002693246,0.00003201942,0.00009866675,0.00004057357],"category_scores_gemma":[0.0001731368,0.0001427226,0.00003401001,0.0002962053,0.00005805755,0.00003706006,0.00005620783,0.0001763395,0.000005774927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006691636,"about_ca_system_score_gemma":0.00007514891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008840963,"about_ca_topic_score_gemma":0.0004705949,"domain_scores_codex":[0.9989794,0.00008804017,0.0001753334,0.0003593136,0.0001447379,0.0002532082],"domain_scores_gemma":[0.9994632,0.00006475322,0.00003128024,0.0001147172,0.00003176086,0.0002942699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008187531,0.00125831,0.9867305,0.00007353321,0.00002244572,0.001690352,0.000152195,6.098421e-8,0.001425334,0.0001553815,0.00018951,0.007483655],"study_design_scores_gemma":[0.003826043,0.0002577566,0.9930277,0.0004778316,0.0003282521,0.00001036263,0.0001025332,0.00005034378,0.0001030764,0.0002499319,0.001434264,0.0001318615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942131,0.000455227,0.000007245447,0.004365228,0.00006746411,0.0006636475,0.00006373227,0.00003372426,0.0001306158],"genre_scores_gemma":[0.9974486,0.00008589578,0.0001300042,0.001341573,0.00001711375,0.0002452892,0.00008291575,0.00001290704,0.0006357294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007351793,"threshold_uncertainty_score":0.5820059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699729573083095,"score_gpt":0.2877917274983979,"score_spread":0.270794431767567,"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."}}