{"id":"W7118145104","doi":"10.21020/husbfd.1672349","title":"Investigation of Cognitive Flexibility, Fatigue, and Depression According to Sleep Quality in Older Adults","year":2025,"lang":"en","type":"article","venue":"Hacettepe Üniversitesi Sağlık Bilimleri Fakültesi Dergisi","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pittsburgh Sleep Quality Index; Depression (economics); Beck Depression Inventory; Cognition; Sleep (system call); Cognitive flexibility; Stroop effect; Sleep quality; Flexibility (engineering)","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":[0.0005728034,0.0002869761,0.0002936227,0.0007387787,0.0003099065,0.0004007742,0.0001793512,0.0003550183,0.0009429667],"category_scores_gemma":[0.001751038,0.000172294,0.000457108,0.0005195368,0.0001824287,0.0002921626,0.0003652087,0.0003046644,0.000137803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001381334,"about_ca_system_score_gemma":0.0001357276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002243535,"about_ca_topic_score_gemma":0.004327346,"domain_scores_codex":[0.9996588,0.00007027804,0.00007224082,0.00005123482,0.00008758406,0.00005981942],"domain_scores_gemma":[0.99935,0.000091316,0.0003353577,0.00002455574,0.0001034086,0.00009531753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001339225,0.0000835824,0.9966378,0.00002098226,0.00007564786,0.00003284807,0.000165695,0.00001985659,0.0002442173,0.000005247518,0.00002663771,0.002553611],"study_design_scores_gemma":[0.000004114903,0.0001562121,0.9994841,0.000005185202,0.00001583703,0.00009129612,0.0001302683,0.00004154803,0.00002657459,0.000005873609,0.00003767657,0.000001468731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999268,0.0003441029,0.00004100599,0.00002027653,0.000002981371,0.00001453795,0.00008034206,8.894489e-7,0.000227919],"genre_scores_gemma":[0.9995449,0.0001049111,0.00008648936,0.00002242575,0.000005880838,0.00001372856,0.0001134542,2.888875e-7,0.0001079736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002243535,"threshold_uncertainty_score":0.004460931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02678258297660088,"score_gpt":0.320380750518728,"score_spread":0.2935981675421271,"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."}}