{"id":"W4293066812","doi":"10.1093/sleep/zsac079.628","title":"0631 Actigraphy-based and self-reported sleep quality and cognitive function in midlife","year":2022,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Nursing Research","keywords":"Actigraphy; Montreal Cognitive Assessment; Pittsburgh Sleep Quality Index; Digit symbol substitution test; Verbal fluency test; Psychology; Stroop effect; Audiology; Cognitive decline; Body mass index; Cognition; Trail Making Test; Medicine; Physical therapy; Neuropsychology; Psychiatry; Dementia; Internal medicine; Sleep quality; Insomnia; Cognitive impairment","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":[0.0004791766,0.0002644536,0.0002775066,0.0006352733,0.0002060756,0.0005482192,0.0003083466,0.0004085,0.002381309],"category_scores_gemma":[0.001191453,0.0001639305,0.0004709519,0.0004785581,0.0001406316,0.0002490648,0.0002667659,0.0002946339,0.0003986805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001817543,"about_ca_system_score_gemma":0.0001242362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007857744,"about_ca_topic_score_gemma":0.009163992,"domain_scores_codex":[0.9998201,0.00004563412,0.00002685505,0.00004893353,0.00003437206,0.00002429013],"domain_scores_gemma":[0.9991203,0.0001123898,0.0004607248,0.00005508548,0.0001162327,0.0001353159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001115993,0.00002345668,0.9980094,0.00001241342,0.0001258355,0.00001250158,0.00001714145,0.00002640024,0.0001101857,0.000004551212,0.00008913531,0.00145742],"study_design_scores_gemma":[0.000002780523,0.00004320543,0.9997405,0.000003269652,0.0000130595,0.0000307923,0.00001361643,0.00007230139,0.00001667369,0.000004903907,0.0000579763,8.785892e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963587,0.0009393756,0.0001360586,0.00006215543,0.00001719304,0.000009289522,0.001881607,0.000009679577,0.0005859449],"genre_scores_gemma":[0.9982694,0.0001383612,0.0001393194,0.00004318602,0.00001662076,0.00001039587,0.0009274788,0.000001623811,0.0004535407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007857744,"threshold_uncertainty_score":0.01562399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02284584138971753,"score_gpt":0.3041196463032034,"score_spread":0.2812738049134859,"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."}}