{"id":"W2018579750","doi":"10.1002/mds.25070","title":"Changes on brief cognitive instruments over time in Parkinson's disease","year":2012,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Parkinson's disease; Cognitive decline; Psychology; Disease; Audiology; Gerontology; Medicine; Cognitive impairment; Psychiatry; Dementia; 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":[0.000919026,0.0004684106,0.0005212546,0.001268859,0.0005441746,0.0005729407,0.0002973642,0.000543079,0.0004316889],"category_scores_gemma":[0.003494824,0.0003087725,0.0003529966,0.0008189994,0.000316395,0.0004207017,0.0005251552,0.0006083597,0.0001670422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005115984,"about_ca_system_score_gemma":0.0002238987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007799229,"about_ca_topic_score_gemma":0.01295979,"domain_scores_codex":[0.9994946,0.0001183499,0.00008293103,0.00007723627,0.0001531767,0.00007371187],"domain_scores_gemma":[0.9980955,0.0003164408,0.0009238424,0.00008595949,0.0003306453,0.0002476532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002728319,0.00005233504,0.9969728,0.000009803442,0.00003551725,0.0001075612,0.0001539671,0.00002329067,0.0001853537,0.000002903081,0.00003960362,0.00214414],"study_design_scores_gemma":[0.000007608028,0.0001982605,0.9993765,0.00000191053,0.00001220527,0.000189142,0.00007067902,0.00003854173,0.00004482344,0.000005807766,0.00005196011,0.000002565679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995648,0.0001631437,0.00002196552,0.000008983908,0.000003009892,0.000008206139,0.0001011781,0.00000214714,0.0001266782],"genre_scores_gemma":[0.9993817,0.0000766522,0.00008093377,0.00001394965,0.000004680494,0.0000138134,0.0002566618,7.487884e-7,0.0001708413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007799229,"threshold_uncertainty_score":0.0155077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806537326272382,"score_gpt":0.2681569005501639,"score_spread":0.2500915272874401,"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."}}