{"id":"W2509904505","doi":"10.1016/j.jns.2016.08.059","title":"Neuropsychiatric characteristics of GBA-associated Parkinson disease","year":2016,"lang":"en","type":"article","venue":"Journal of the Neurological Sciences","topic":"Lysosomal Storage Disorders Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Center for Research Resources; National Institute of Neurological Disorders and Stroke","keywords":"Depression (economics); Parkinson's disease; Montreal Cognitive Assessment; Anxiety; Internal medicine; Psychology; Disease; Odds ratio; Psychiatry; Medicine; Beck Depression Inventory; Cognitive impairment","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":[0.0007138267,0.000077295,0.0002393428,0.00008693594,0.0001082258,0.00001551546,0.0005344453,0.00004001655,0.0001138473],"category_scores_gemma":[0.004389045,0.0000277023,0.0002083484,0.0005619132,0.000537277,0.00008225104,0.0001104953,0.000204915,0.000005235072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001691442,"about_ca_system_score_gemma":0.0001564842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001854871,"about_ca_topic_score_gemma":5.082316e-7,"domain_scores_codex":[0.9981242,0.0002589722,0.0003684827,0.0001346911,0.0008892267,0.0002243801],"domain_scores_gemma":[0.9987429,0.0003041308,0.0004520227,0.0001329543,0.0001742397,0.0001937749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004405438,0.0002947156,0.9869611,0.000007137978,0.000009995757,0.00007717007,0.000008555807,0.000002215702,0.004982281,0.0000524313,0.0004501097,0.006713799],"study_design_scores_gemma":[0.0005200236,0.001717884,0.9949639,0.00003354335,0.00003923684,0.00005314998,0.00000312471,0.00005219998,0.00009771359,0.0006568312,0.001827169,0.0000352122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766252,0.0001418706,0.00001260607,0.02251791,0.0003810125,0.00009747955,0.000004876555,0.00000581693,0.0002132294],"genre_scores_gemma":[0.9987038,0.0001882666,0.00003191268,0.0008464966,0.0001061519,6.027934e-7,4.842487e-8,0.000003780874,0.0001189222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02207862,"threshold_uncertainty_score":0.5254413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0322465151530528,"score_gpt":0.2971743962929181,"score_spread":0.2649278811398653,"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."}}