{"id":"W2769410386","doi":"10.1002/mds.27233","title":"Global scales for cognitive screening in Parkinson's disease: Critique and recommendations","year":2017,"lang":"en","type":"review","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":221,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Cognition; Dementia; Rating scale; Montreal Cognitive Assessment; Psychology; Neuropsychology; Parkinson's disease; Cognitive test; Clinical psychology; Scale (ratio); Executive functions; Physical medicine and rehabilitation; Disease; Psychiatry; Medicine; Cognitive impairment; Developmental psychology; Cartography; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000174261,0.0004661152,0.001096618,0.0001743229,0.0002498696,0.00008387458,0.0001194703,0.0001507999,0.00004109977],"category_scores_gemma":[0.0001844886,0.0004199531,0.0003985118,0.0001115349,0.00008569142,0.0001121035,0.00009637352,0.0001246,0.000005228049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595336,"about_ca_system_score_gemma":0.000210034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001117348,"about_ca_topic_score_gemma":0.0005763777,"domain_scores_codex":[0.9982377,0.00008022758,0.0004055144,0.0006795048,0.0001944582,0.0004026276],"domain_scores_gemma":[0.9989322,0.0001236801,0.0002516533,0.0003175224,0.000049838,0.0003250936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009647135,0.0004278156,0.00684753,0.004805074,0.0004122502,0.00003255753,0.000009351656,9.64078e-8,5.110667e-9,0.0004908515,0.001016396,0.9858616],"study_design_scores_gemma":[0.002626334,0.000122957,0.01215722,0.01644676,0.001864388,6.811406e-7,0.0001033172,0.00003314192,5.808667e-8,0.006665479,0.9596169,0.0003627391],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005557758,0.9895396,0.001920219,0.001089559,0.000131281,0.00361434,0.002995391,0.00004182092,0.0006122292],"genre_scores_gemma":[0.0009683967,0.9925329,0.0007800794,0.0007054793,0.00005866976,0.002337703,0.002300006,0.00005313075,0.0002636539],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9854988,"threshold_uncertainty_score":0.9998252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06075304551562517,"score_gpt":0.4045734724400676,"score_spread":0.3438204269244425,"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."}}