{"id":"W4382459626","doi":"10.3389/fnhum.2023.1126526","title":"Frequency, pattern and predictors of cognitive impairments in patients with Parkinson’s disease using the Community Screening Instrument for Dementia","year":2023,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cognition; Montreal Cognitive Assessment; Parkinson's disease; Neurology; Psychomotor learning; Medicine; Effects of sleep deprivation on cognitive performance; Nigerians; Outpatient clinic; Cognitive decline; Disease; Audiology; Physical therapy; Psychiatry; Psychology; 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":[0.0006737534,0.0003212276,0.0003351753,0.001359715,0.0005175708,0.0005847092,0.0002976898,0.0004741514,0.0007998834],"category_scores_gemma":[0.002624605,0.0002838184,0.0002992324,0.001005361,0.0003424705,0.0003793934,0.0004530175,0.0006430779,0.0001119305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002544246,"about_ca_system_score_gemma":0.0002703433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005022165,"about_ca_topic_score_gemma":0.005987509,"domain_scores_codex":[0.9995153,0.0001198158,0.00008739286,0.00008155074,0.0001209663,0.00007510908],"domain_scores_gemma":[0.9984317,0.000355762,0.0007364866,0.00006080921,0.0001629024,0.0002521843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002886825,0.00002247988,0.9995065,0.000002994802,0.000008125506,0.00005709758,0.00003319206,0.000009517516,0.00003829013,0.000002033103,0.00001274845,0.0002780556],"study_design_scores_gemma":[0.000003498658,0.0001168005,0.999112,0.000004226809,0.000009797034,0.0004652653,0.0001441425,0.00008878254,0.00002319426,0.000006714743,0.00002359279,0.000002127648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995764,0.0001454966,0.00001561606,0.00001851705,0.000002873999,0.000006369305,0.00005988172,0.000001468562,0.0001733745],"genre_scores_gemma":[0.9997956,0.00005371348,0.00003497937,0.000006583219,0.000003388854,0.000003242814,0.00006976522,3.278808e-7,0.00003239478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005022165,"threshold_uncertainty_score":0.009985864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03243694416133185,"score_gpt":0.2745244096592198,"score_spread":0.242087465497888,"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."}}