{"id":"W3086766415","doi":"10.3233/jpd-202110","title":"Patient and Clinician Impressions of Cognitive Impairment in Parkinson’s Disease","year":2020,"lang":"en","type":"letter","venue":"Journal of Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Cognitive impairment; Cognition; Neuropsychology; Categorization; Montreal Cognitive Assessment; Medicine; Neuropsychological assessment; Parkinson's disease; Gold standard (test); Cognitive decline; Clinical psychology; Psychology; Disease; Dementia; Psychiatry; Pathology; 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":[0.002212038,0.0001654043,0.0004289882,0.0005094883,0.000654565,0.0005467622,0.0002766504,0.002533666,0.001768923],"category_scores_gemma":[0.01989033,0.0001557471,0.0002239267,0.0004672425,0.0003944047,0.0004949916,0.0002123811,0.001440956,0.0006489989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008592067,"about_ca_system_score_gemma":0.0005432506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005939881,"about_ca_topic_score_gemma":0.0124825,"domain_scores_codex":[0.9979913,0.0009563739,0.0002866619,0.0001544562,0.0004695314,0.0001415314],"domain_scores_gemma":[0.9876778,0.006475313,0.00182354,0.000407916,0.002677946,0.0009375047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006906512,0.0002223588,0.9172443,0.00007026306,0.00005379451,0.009966712,0.001220567,0.0002039374,0.0008777594,0.000316624,0.03563248,0.03350054],"study_design_scores_gemma":[0.0001435279,0.0007224765,0.9407603,0.0001976942,0.00005095709,0.03066528,0.001707914,0.002783536,0.0005043107,0.001277794,0.02111203,0.00007414036],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8433235,0.001717726,0.0003812796,0.1341374,0.001279222,0.00005550305,0.0007976635,0.00003866934,0.01826907],"genre_scores_gemma":[0.9702274,0.0004902715,0.0004475881,0.02427644,0.001478282,0.00003596526,0.0001992281,0.00000661656,0.002838345],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.005939881,"threshold_uncertainty_score":0.0118106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02350507696479444,"score_gpt":0.2971130720425895,"score_spread":0.2736079950777951,"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."}}