{"id":"W4390201145","doi":"10.1002/alz.075465","title":"Polysomnography results and cognitive performance in early‐stage Parkinson’s disease","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polysomnography; Audiology; Actigraphy; Psychology; Montreal Cognitive Assessment; Verbal fluency test; Parkinson's disease; Neuropsychology; Cognition; Sleep onset; Neurology; Medicine; Dementia; Physical therapy; Internal medicine; Psychiatry; Disease; Cognitive impairment; Insomnia; Electroencephalography","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":[0.0003825766,0.0003914814,0.0002018527,0.0005611722,0.0002183364,0.0003554754,0.0001337095,0.0003318827,0.001588948],"category_scores_gemma":[0.001422492,0.0001146123,0.0002073099,0.0004220013,0.0001399668,0.0002232209,0.0002616941,0.0002890721,0.0001527293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001798029,"about_ca_system_score_gemma":0.0001371775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002891371,"about_ca_topic_score_gemma":0.005745342,"domain_scores_codex":[0.9998263,0.0000397786,0.00002890686,0.00003189486,0.00004697329,0.00002614757],"domain_scores_gemma":[0.9991077,0.0001979052,0.0003900384,0.00002817948,0.0001216491,0.0001545943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003351006,0.00006445332,0.9965293,0.0000239381,0.00005222129,0.0001018571,0.00007312014,0.00004810534,0.0007275693,0.000005761561,0.00004220487,0.001996364],"study_design_scores_gemma":[0.000002000558,0.0001008166,0.9996411,0.000002695406,0.000007227727,0.00007683225,0.00003902174,0.00005781495,0.00004495253,0.000004739431,0.00002157833,0.000001289142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992511,0.0002001325,0.00004493277,0.000008696371,0.000003434111,0.000003930317,0.0001765611,0.000001956545,0.000309225],"genre_scores_gemma":[0.999624,0.00004727138,0.00004697611,0.000004935383,0.000003567592,0.000002856778,0.0001480825,5.259229e-7,0.0001218153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002891371,"threshold_uncertainty_score":0.005749047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05661549981093084,"score_gpt":0.3042702596553431,"score_spread":0.2476547598444123,"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."}}