{"id":"W2619586475","doi":"10.1002/mds.27002","title":"Mild cognitive impairment as a risk factor for Parkinson's disease dementia","year":2017,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Health Research Council of New Zealand; Parkinsonfonden; Arizona Biomedical Research Commission; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas; Brain Research New Zealand; National Institutes of Health; National Cheng Kung University; National Taiwan University; Universitat de Barcelona; Michael J. Fox Foundation for Parkinson's Research; University of Sydney; National Taiwan University Hospital; Universitat Oberta de Catalunya; Rush University; University of New South Wales; Ikerbasque, Basque Foundation for Science; University of Toronto; National Institute of Neurological Disorders and Stroke; Neurological Foundation of New Zealand; Newcastle University; Canterbury Medical Research Foundation; Neuroscience Research Australia","keywords":"Dementia; Neuropsychology; Hazard ratio; Psychology; Cognition; Parkinson's disease; Psychiatry; Disease; Clinical psychology; Medicine; Internal medicine; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001110414,0.0003586614,0.000327206,0.00009423604,0.0008349573,0.000123599,0.0001861027,0.00006269824,0.000728256],"category_scores_gemma":[0.0001540565,0.0003136927,0.0003809728,0.00003784843,0.00009356079,0.0001636746,0.0001122831,0.00009446904,0.0001088616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001254622,"about_ca_system_score_gemma":0.0001453239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003156414,"about_ca_topic_score_gemma":0.0001421336,"domain_scores_codex":[0.9981148,0.00003234277,0.0002502125,0.0006256879,0.0004253558,0.0005515877],"domain_scores_gemma":[0.9983582,0.00004434488,0.0002923711,0.0006323663,0.0000839534,0.0005887074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003681479,0.003326608,0.9150138,0.0001942282,0.00260546,0.00007141511,0.0002898459,0.000002873659,0.00006736035,0.0003977058,0.002823811,0.07152539],"study_design_scores_gemma":[0.01261316,0.0009671338,0.9402353,0.0001543649,0.001674983,1.107476e-7,0.0003227369,0.0003276423,0.0006509728,0.01665953,0.02604485,0.0003492165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874448,0.001187752,0.001514244,0.002176211,0.0003550078,0.003495429,0.002141002,0.00009867496,0.001586861],"genre_scores_gemma":[0.9938104,0.0007661826,0.0003801422,0.002612378,0.0000841628,0.001050187,0.0001607635,0.00005747957,0.001078281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07117617,"threshold_uncertainty_score":0.9999315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832479883897219,"score_gpt":0.2927390538162204,"score_spread":0.2744142549772482,"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."}}