{"id":"W2607011574","doi":"10.1002/mds.26992","title":"metabolic profiling of Parkinson's disease and mild cognitive impairment","year":2017,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Parkinson's UK; National Institute for Health and Care Research","keywords":"Parkinson's disease; Disease; Asymptomatic; Biomarker; Medicine; Montreal Cognitive Assessment; Internal medicine; Movement disorders; Cognition; Cognitive impairment; Psychiatry; Biology; Biochemistry","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":[0.0006128621,0.0003178474,0.0002876116,0.001292929,0.0001961424,0.0004934152,0.0001540489,0.0003460208,0.000723609],"category_scores_gemma":[0.001120434,0.00009803937,0.0002081457,0.0007196249,0.0002142006,0.0001991417,0.0004578245,0.0002014178,0.0001396805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002115981,"about_ca_system_score_gemma":0.0001814722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001211369,"about_ca_topic_score_gemma":0.001872478,"domain_scores_codex":[0.9996899,0.0001016415,0.00004012521,0.00006056501,0.00007523864,0.0000325798],"domain_scores_gemma":[0.9994102,0.0001061829,0.0003067193,0.00002650234,0.00009001044,0.000060466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001985922,0.0001265737,0.938579,0.0001899806,0.0002273258,0.0004425512,0.0001833276,0.0002569812,0.03205033,0.000062536,0.0001173489,0.02577804],"study_design_scores_gemma":[0.0000089999,0.0004835146,0.9939933,0.00001603904,0.00005821969,0.0008558071,0.00008446005,0.0003046133,0.003812506,0.0001041469,0.0002718724,0.000006472624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996682,0.001832284,0.0005874241,0.00003217097,0.000005769449,0.00001853953,0.0003140812,0.000009235067,0.0005183687],"genre_scores_gemma":[0.9982573,0.000405526,0.0008163342,0.00003090463,0.000006816068,0.000009649725,0.0002675942,0.000001511593,0.0002043335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001292929,"threshold_uncertainty_score":0.003241122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734628042789946,"score_gpt":0.2817645236107411,"score_spread":0.2644182431828416,"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."}}