{"id":"W4380876864","doi":"10.1002/alz.061041","title":"Associations of sleep disturbances with cognitive function and plasma Alzheimer’s biomarkers in Chinese rural‐dwelling older adults: A population‐based study","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epworth Sleepiness Scale; Pittsburgh Sleep Quality Index; Cognition; Medicine; Neuropsychology; Population; Montreal Cognitive Assessment; Logistic regression; Psychology; Dementia; Internal medicine; Gerontology; Physical therapy; Polysomnography; Psychiatry; Disease; Sleep quality","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":[0.0004498091,0.0003967119,0.0003453953,0.0007297085,0.0006983757,0.0004050334,0.0003271817,0.0003948949,0.0008082095],"category_scores_gemma":[0.0005888666,0.0003171602,0.0004079039,0.00110336,0.0003199775,0.0003503507,0.0002928907,0.0002592003,0.000104015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003569414,"about_ca_system_score_gemma":0.0005750593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02509116,"about_ca_topic_score_gemma":0.02730225,"domain_scores_codex":[0.9997774,0.00004268918,0.00003228464,0.00007424189,0.00003473122,0.00003876455],"domain_scores_gemma":[0.9995753,0.00004402782,0.0001289137,0.00004648323,0.00008578969,0.0001194478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006578687,0.00005028287,0.9986458,0.0000148956,0.00007155215,0.0000505128,0.0001224958,0.00001894065,0.0003493678,0.00000695468,0.00004017453,0.0005632765],"study_design_scores_gemma":[0.000007240165,0.00005718777,0.9995723,0.00000168488,0.00002720841,0.00004501869,0.00013077,0.00008541578,0.00002294488,0.000006375472,0.00004202923,0.000001774409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996302,0.00007380854,0.00004316137,0.0000133218,0.000001989764,0.00001105879,0.000121869,0.000001082675,0.000103418],"genre_scores_gemma":[0.9995992,0.00005218521,0.00004691187,0.00002673707,0.000006724337,0.00001400911,0.0001755892,5.176428e-7,0.00007826751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02509116,"threshold_uncertainty_score":0.04989022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827446995030835,"score_gpt":0.2893649525044192,"score_spread":0.2710904825541109,"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."}}