{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006596398,0.00008672322,0.0001912244,0.0001032191,0.00001244989,0.000001439655,0.00004772882,0.00004878089,0.00009766391],"category_scores_gemma":[0.00006442812,0.00007581036,0.00005358495,0.00007762841,0.00003659707,0.00001957347,0.00002556299,0.00007298452,0.00002118712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005883126,"about_ca_system_score_gemma":0.00003163585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003263078,"about_ca_topic_score_gemma":0.00001839748,"domain_scores_codex":[0.9992769,0.00007250521,0.0001532055,0.00021464,0.0001106581,0.0001721419],"domain_scores_gemma":[0.9995287,0.00003754093,0.0000490288,0.0002109958,0.00001599651,0.0001577313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009028307,0.0003536911,0.996039,0.00002966126,0.00004455876,0.0001251418,0.000016119,0.000009260113,0.0004697729,0.0004446486,0.0001015412,0.001463717],"study_design_scores_gemma":[0.001785334,0.0007883564,0.9482749,0.000007803173,0.0001429544,0.000005328154,5.139059e-7,0.0004943979,0.0003270933,0.0005413441,0.04759218,0.00003977345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997686,0.0002146054,0.00006568534,0.0006025336,0.0001936222,0.0001593121,0.00000865978,0.00002412936,0.001045482],"genre_scores_gemma":[0.9988027,0.00004099736,0.00005483819,0.0009783971,0.00005032158,0.00002222533,0.00001592824,0.00001202924,0.00002260149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04776413,"threshold_uncertainty_score":0.3091457,"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."}}