{"id":"W2162937586","doi":"10.4103/0028-3886.152637","title":"Validity of Montreal Cognitive Assessment in Non-English speaking patients with Parkinson′s disease","year":2015,"lang":"en","type":"article","venue":"Neurology India","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Cognition; Malayalam; Cognitive test; Cronbach's alpha; Disease; Clinical psychology; Psychiatry; Psychometrics; Cognitive impairment; 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":[0.002800702,0.0003362383,0.0003626165,0.001030266,0.0004144218,0.0006550452,0.000572579,0.0003629795,0.001077916],"category_scores_gemma":[0.01205861,0.0001308248,0.0005202894,0.0005012153,0.000406339,0.0004843647,0.0006630206,0.0003764927,0.0002728353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005955799,"about_ca_system_score_gemma":0.0005292012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01497397,"about_ca_topic_score_gemma":0.02402751,"domain_scores_codex":[0.9988048,0.0003735428,0.0001797152,0.0001815303,0.0003670112,0.0000934747],"domain_scores_gemma":[0.9961054,0.001182697,0.001084982,0.0002211408,0.001140719,0.0002651239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001959665,0.00006311363,0.9907698,0.00003340936,0.0001425358,0.00006644833,0.0003352893,0.000120503,0.0002777945,0.00006797339,0.0002721071,0.007655063],"study_design_scores_gemma":[0.00001767061,0.0001763513,0.9981445,0.00002079977,0.00003975565,0.0002220814,0.0002306081,0.0005346514,0.0001783782,0.00006793614,0.0003582457,0.000008994288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996218,0.0004620407,0.0002541771,0.0001044039,0.00003237622,0.00006863255,0.0003804005,0.000013646,0.002466299],"genre_scores_gemma":[0.9991008,0.00007784201,0.0002892929,0.0000341092,0.000007835038,0.00002566705,0.0003073657,0.000002101488,0.0001549691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01497397,"threshold_uncertainty_score":0.02977359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807085424310316,"score_gpt":0.2714917778513891,"score_spread":0.2534209236082859,"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."}}