{"id":"W1754970936","doi":"10.1155/2015/983606","title":"Screening Mild and Major Neurocognitive Disorders in Parkinson’s Disease","year":2015,"lang":"en","type":"article","venue":"Behavioural Neurology","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Magyar Tudományos Akadémia; Pécsi Tudományegyetem; Hungarian Scientific Research Fund","keywords":"Montreal Cognitive Assessment; Diagnostic accuracy; Neurocognitive; Dementia; Cognitive impairment; Rating scale; Parkinson's disease; Neuropsychology; Mini–Mental State Examination; Medicine; Diagnostic test; Psychiatry; Psychology; Cognition; Internal medicine; Disease; Pediatrics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007084249,0.0002041139,0.0002607909,0.0001662074,0.00004800798,0.00001329237,0.00005679808,0.00007802888,0.0000259859],"category_scores_gemma":[0.0000682099,0.0001857858,0.00006315788,0.0001246764,0.00008962246,0.00008624484,0.00007925667,0.0002186748,0.00001757432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001578216,"about_ca_system_score_gemma":0.00005756239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003207867,"about_ca_topic_score_gemma":0.0002520336,"domain_scores_codex":[0.9987174,0.000108974,0.0001792149,0.0004597296,0.0001739819,0.0003607016],"domain_scores_gemma":[0.9990885,0.00003563824,0.00005132663,0.0001714651,0.00003089489,0.0006221858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001676625,0.000325624,0.990509,0.000007485483,0.00001396753,0.001278263,0.00005959163,0.000001814252,0.00003212057,0.00003503461,0.00008958365,0.005970844],"study_design_scores_gemma":[0.00546096,0.0007010105,0.9892985,0.00001463945,0.0001912699,0.00007620895,0.00002918503,0.0002585698,0.0000261962,0.0004400059,0.003363743,0.0001397542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951571,0.0004588704,0.00002842324,0.003380737,0.0001399417,0.0005272679,0.0000411916,0.00006070501,0.0002057672],"genre_scores_gemma":[0.9976016,0.00005778952,0.0001778773,0.001846942,0.0000341596,0.00009886711,0.00005368911,0.0000316321,0.0000974877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005831089,"threshold_uncertainty_score":0.7576125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04478866755047094,"score_gpt":0.2849100325127779,"score_spread":0.2401213649623069,"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."}}