{"id":"W2891909682","doi":"10.1002/mds.110","title":"Detecting Mild Cognitive Deficits in <scp>P</scp>arkinson's <scp>D</scp>isease: <scp>C</scp>omparison of <scp>N</scp>europsychological <scp>T</scp>ests","year":2018,"lang":"en","type":"review","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Neuropsychology; Cognition; Psychology; Neuropsychological test; Effects of sleep deprivation on cognitive performance; Cognitive test; Working memory; Neuropsychological assessment; Parkinson's disease; Executive functions; Clinical psychology; Audiology; Disease; Medicine; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007337862,0.0006699338,0.001300215,0.002681521,0.000293162,0.001345313,0.0005959816,0.0005793759,0.0008285922],"category_scores_gemma":[0.009253991,0.0002348016,0.003114033,0.001521256,0.0005666348,0.0004622205,0.0006415096,0.0004057529,0.00008840293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006714989,"about_ca_system_score_gemma":0.0008602188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003330856,"about_ca_topic_score_gemma":0.00863181,"domain_scores_codex":[0.9979429,0.0006788088,0.0004817116,0.0004609888,0.0003807656,0.00005481537],"domain_scores_gemma":[0.98964,0.005713186,0.002413457,0.0006398172,0.001430149,0.000163427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004858679,0.000183562,0.7936634,0.0122697,0.08636294,0.0002343308,0.0002437273,0.001367423,0.002791158,0.0002092752,0.0009942325,0.09682152],"study_design_scores_gemma":[0.0006917146,0.002291306,0.8670608,0.003171912,0.1147607,0.001089664,0.0002586097,0.0009725419,0.00480579,0.0009030303,0.003942864,0.00005116604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7593543,0.2310728,0.002237318,0.0004666243,0.0001444873,0.000238298,0.002839012,0.00006467236,0.003582582],"genre_scores_gemma":[0.9881911,0.009686952,0.0009229061,0.0001732179,0.00003962186,0.00006072226,0.0008119254,0.000006252573,0.0001073717],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007337862,"threshold_uncertainty_score":0.0388068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04398746268696432,"score_gpt":0.3249631510260304,"score_spread":0.2809756883390661,"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."}}