{"id":"W3132022684","doi":"10.1038/s41598-021-84243-4","title":"Donepezil for mild cognitive impairment in Parkinson’s disease","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eisai Korea; Eisai","keywords":"Donepezil; Neuropsychology; Dementia; Electroencephalography; Clinical Global Impression; Medicine; Clinical Dementia Rating; Rating scale; Cognition; Internal medicine; Montreal Cognitive Assessment; Psychology; Disease; Audiology; Psychiatry; Pathology; Developmental psychology","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":[0.001023229,0.0007326549,0.002107362,0.0003897289,0.0003588473,0.0003423416,0.0004833077,0.0008093297,0.0008293264],"category_scores_gemma":[0.0005602049,0.0003328247,0.0007699567,0.0002669559,0.0004587668,0.0003889802,0.0002265164,0.0007348165,0.0001899835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003159748,"about_ca_system_score_gemma":0.0004702418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006279306,"about_ca_topic_score_gemma":0.00189193,"domain_scores_codex":[0.9995952,0.0001576801,0.0000495679,0.00005969401,0.00006526336,0.00007250693],"domain_scores_gemma":[0.9996364,0.00008208069,0.00009367689,0.00002810288,0.00002926521,0.0001304033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7000949,0.07176588,0.01397579,0.003810368,0.002166413,0.0004688078,0.0003020111,0.0005371083,0.03684381,0.000167507,0.0007693559,0.1690981],"study_design_scores_gemma":[0.2248439,0.7263546,0.04213687,0.00009773103,0.0008780453,0.0002413129,0.00005787425,0.000424345,0.003188951,0.00009741216,0.001652444,0.00002648312],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926004,0.006252486,0.0001120383,0.00008340122,0.00007227906,0.0004042749,0.00009239671,0.00001154123,0.0003711156],"genre_scores_gemma":[0.9957662,0.002662926,0.0003021213,0.0002079616,0.0001183277,0.0003162311,0.0001611587,0.000002207563,0.0004628828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002107362,"threshold_uncertainty_score":0.005411446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334928545463827,"score_gpt":0.2914104075136085,"score_spread":0.2680611220589702,"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."}}