{"id":"W2583521144","doi":"10.1136/jnnp-2016-315099","title":"Stability of mild cognitive impairment in newly diagnosed Parkinson's disease","year":2017,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Swinburne University of Technology; Newcastle upon Tyne Hospitals NHS Foundation Trust; Imperial College London; Cambridge University Hospitals; Parkinson's UK; National Institute for Health and Care Research; Newcastle University; University of Cambridge; Wellcome Trust","keywords":"Cognitive impairment; Parkinson's disease; Medicine; Disease; Audiology; Cognition; Psychology; Psychiatry; Internal medicine","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":[0.001840198,0.0003038934,0.0005601504,0.001324246,0.0007672182,0.0008533648,0.0004767421,0.0005065785,0.0007799641],"category_scores_gemma":[0.006586892,0.000195163,0.0004311867,0.0007911941,0.0003174592,0.0006424268,0.0006311084,0.0006080742,0.0001607548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008329659,"about_ca_system_score_gemma":0.0004308314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0077519,"about_ca_topic_score_gemma":0.01452701,"domain_scores_codex":[0.9993325,0.0001965689,0.0001091735,0.0001037567,0.000175361,0.00008264917],"domain_scores_gemma":[0.9961217,0.0003821788,0.00229161,0.0001055942,0.0005644134,0.0005345502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004710503,0.00006705297,0.9954581,0.00002422467,0.000050732,0.0001207546,0.000193428,0.00003323537,0.000171808,0.000008082306,0.00007049556,0.00333101],"study_design_scores_gemma":[0.000007057954,0.0002665691,0.9992064,0.00000664296,0.00001579641,0.000250743,0.00007153847,0.00005213172,0.00004007101,0.0000145004,0.0000647622,0.000003829497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988727,0.0005156909,0.00004009982,0.00003590016,0.000006072747,0.00001973006,0.0001695848,0.000003067602,0.0003370587],"genre_scores_gemma":[0.9995508,0.00008266517,0.000065809,0.00001868068,0.000008907325,0.00001153648,0.0001855749,6.156895e-7,0.00007533671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0077519,"threshold_uncertainty_score":0.01541358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02532671368444315,"score_gpt":0.291442647693386,"score_spread":0.2661159340089428,"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."}}