{"id":"W2904705682","doi":"10.1093/sleep/zsy254","title":"Effect of sleep quality on amnestic mild cognitive impairment vulnerable brain regions in cognitively normal elderly individuals","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health; Florida Department of Health; University of Miami","keywords":"Pittsburgh Sleep Quality Index; Audiology; Psychology; Atrophy; Montreal Cognitive Assessment; Depression (economics); Cognition; Geriatric Depression Scale; Neuroscience; Medicine; Cardiology; Internal medicine; Cognitive impairment; Sleep quality; Depressive symptoms","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001877725,0.0003476079,0.000518353,0.0004013677,0.0001972369,0.0000191759,0.0002438625,0.0003753254,0.001258636],"category_scores_gemma":[0.0005435216,0.0003022247,0.0001795665,0.0006373934,0.000496192,0.00009890837,0.00006172891,0.0006387512,0.0009880033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005532402,"about_ca_system_score_gemma":0.00003043352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007639453,"about_ca_topic_score_gemma":0.0001581436,"domain_scores_codex":[0.9957414,0.001992135,0.0006197621,0.000591384,0.0003700375,0.0006852438],"domain_scores_gemma":[0.996697,0.002370371,0.0002815991,0.0003516174,0.0001436417,0.0001557648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02078477,0.01454981,0.4929192,0.0005027665,0.006530243,0.0003804956,0.07285855,0.0001857579,0.0008515894,0.0163235,0.02347366,0.3506396],"study_design_scores_gemma":[0.07473364,0.05318476,0.8299118,0.001555307,0.001706822,0.00007154581,0.01352227,0.0002773844,0.0175573,0.002878642,0.002181324,0.002419208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467534,0.0002778565,0.0002672266,0.0005629385,0.0007826337,0.001108349,0.00009406342,0.00007934229,0.05007423],"genre_scores_gemma":[0.9980147,0.000008080197,0.00002023228,0.0008494213,0.0001496457,0.0001906805,0.00007484358,0.00004188872,0.0006505041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3482204,"threshold_uncertainty_score":0.999943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915728300886328,"score_gpt":0.3436001900606514,"score_spread":0.3244429070517881,"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."}}