{"id":"W1987197936","doi":"10.1212/wnl.0000000000000842","title":"Predictors of dementia in Parkinson disease","year":2014,"lang":"en","type":"article","venue":"Neurology","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":380,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Allergan; Servier; EMD Serono; Parkinson Society Canada; W. Garfield Weston Foundation; Valeant Pharmaceuticals International; Canadian Institutes of Health Research; Teva Pharmaceutical Industries; GlaxoSmithKline","keywords":"Dementia; Parkinson's disease; Medicine; Disease; Psychiatry; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006297022,0.0005291119,0.0003917711,0.0008094685,0.0005654767,0.000684872,0.0002918719,0.0005189914,0.001414842],"category_scores_gemma":[0.003234788,0.0002452843,0.0003628549,0.0008481559,0.0002603393,0.000381363,0.0005187243,0.0007671915,0.0002406078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000250478,"about_ca_system_score_gemma":0.000420642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003938102,"about_ca_topic_score_gemma":0.005705948,"domain_scores_codex":[0.9996412,0.00009995571,0.00005070826,0.00006467266,0.00008663358,0.00005674946],"domain_scores_gemma":[0.9981213,0.0003503275,0.0009093384,0.00003633027,0.0002507511,0.0003319717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004932883,0.00002088437,0.9987991,0.000009283262,0.00002167603,0.00008449182,0.00001479092,0.00003421591,0.00003564806,0.000003344694,0.00003783569,0.0008893915],"study_design_scores_gemma":[0.000004443806,0.00007813651,0.9990793,0.000009867424,0.00002706944,0.000493172,0.00003244841,0.0001526158,0.00003076648,0.00001695147,0.00007291116,0.000002316983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971614,0.001761332,0.00009003473,0.0001239348,0.000012567,0.000008641392,0.0002269241,0.000009097262,0.0006061788],"genre_scores_gemma":[0.9993666,0.0002143482,0.00009240583,0.00001677423,0.00001570826,0.000003628574,0.0001824946,8.950243e-7,0.0001071811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003938102,"threshold_uncertainty_score":0.007830381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014159985498008,"score_gpt":0.2390590227040141,"score_spread":0.228917422849034,"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."}}