{"id":"W4406041600","doi":"10.3389/fnagi.2024.1507285","title":"Sleep structure of short-term insomnia disorder with mild cognitive impairment in older adults and their correlation with cognitive function: a case-control study","year":2025,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insomnia; Cognition; Cognitive impairment; Sleep (system call); Correlation; Psychology; Sleep disorder; Medicine; Clinical psychology; Audiology; Physical medicine and rehabilitation; Psychiatry","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":[0.0008515985,0.0005040204,0.0005677928,0.001445939,0.0009630971,0.0006399445,0.0004288919,0.0005918809,0.001515643],"category_scores_gemma":[0.001698499,0.000458703,0.0005938109,0.0009625312,0.0004556001,0.0004595229,0.0004191867,0.0003658351,0.0002039733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003724612,"about_ca_system_score_gemma":0.0003807482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00851565,"about_ca_topic_score_gemma":0.008173587,"domain_scores_codex":[0.9994506,0.00007674937,0.00007885099,0.0001991964,0.000115,0.00007963253],"domain_scores_gemma":[0.9993535,0.0001021767,0.0002405998,0.00008425332,0.00009533304,0.0001241761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002614633,0.0001628994,0.9971834,0.00002107562,0.00007912199,0.0005833186,0.0002055032,0.000009717475,0.0002818762,0.00002291438,0.00005292667,0.001135868],"study_design_scores_gemma":[0.00002926401,0.0004609392,0.9974549,0.000007329587,0.0000589211,0.001434013,0.0002617718,0.00007899228,0.00003419004,0.00002109799,0.0001539583,0.000004507315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991735,0.0003551051,0.00009778461,0.000009075959,0.000006481961,0.00003612407,0.00007663178,0.0000018615,0.0002435304],"genre_scores_gemma":[0.9994138,0.0001371792,0.00009723653,0.00001951718,0.00001928827,0.00002943035,0.0001480099,0.000001196071,0.0001343608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00851565,"threshold_uncertainty_score":0.01693219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004883731319680625,"score_gpt":0.2400685191360691,"score_spread":0.2351847878163885,"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."}}