{"id":"W4319442752","doi":"10.1016/j.brainres.2023.148271","title":"Association of serum neurofilament light chain and glial fibrillary acidic protein levels with cognitive decline in Parkinson’s disease","year":2023,"lang":"en","type":"article","venue":"Brain Research","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Jiangsu Provincial Key Research and Development Program; Xuzhou Medical University; Natural Science Foundation of Jiangsu Province","keywords":"Montreal Cognitive Assessment; Glial fibrillary acidic protein; Parkinson's disease; Internal medicine; Dementia; Gastroenterology; Logistic regression; Cognitive decline; Medicine; Psychology; Disease; Pathology; Oncology; Endocrinology; Immunohistochemistry","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":[0.000445621,0.0004036319,0.0003998101,0.001114687,0.0004556479,0.0007132874,0.0003215441,0.0006554846,0.0009661727],"category_scores_gemma":[0.001938066,0.0002672366,0.0003984514,0.0009287861,0.0003487249,0.0005017074,0.0003663241,0.000788074,0.0001342632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003417926,"about_ca_system_score_gemma":0.0002443507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004748056,"about_ca_topic_score_gemma":0.004844874,"domain_scores_codex":[0.9997745,0.00004949728,0.00004060813,0.00004417439,0.00004649666,0.00004471148],"domain_scores_gemma":[0.9985698,0.0002902678,0.0005768623,0.00005402355,0.0002495723,0.0002593597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000628867,0.00006533284,0.9967231,0.00001078845,0.0001256033,0.0002247688,0.00004800845,0.00003881008,0.0007184732,0.00001544838,0.00005222482,0.001348434],"study_design_scores_gemma":[0.000005748023,0.0001118259,0.9989723,0.000002603273,0.00004348162,0.0003808295,0.00007241104,0.000186917,0.0001221662,0.00004371138,0.00005470314,0.000003344502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987236,0.0005512522,0.00006918027,0.00006443029,0.00001276317,0.000002521454,0.000115019,0.000006191562,0.0004550089],"genre_scores_gemma":[0.9994845,0.00009976549,0.00007417456,0.00001809821,0.00001246862,0.000001953114,0.0001031436,9.191178e-7,0.0002049063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004748056,"threshold_uncertainty_score":0.009440839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05083039922429775,"score_gpt":0.3499330288092272,"score_spread":0.2991026295849295,"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."}}