{"id":"W4410501319","doi":"10.1093/sleep/zsaf090.0109","title":"0109 Exploring the Link Between Total Sleep Duration on Cognitive Performance in Older Veterans: A Preliminary Report","year":2025,"lang":"en","type":"article","venue":"SLEEP","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sleep (system call); Duration (music); Cognition; Psychology; Medicine; Gerontology; Psychiatry; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0004747731,0.0001448009,0.0001929924,0.0001315553,0.0002321037,0.00001675199,0.00009637841,0.00008019945,0.00003700094],"category_scores_gemma":[0.0001385667,0.0001131824,0.00004881307,0.0002649133,0.00005479765,0.0001025028,0.00004528137,0.0003707175,0.000141855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005237839,"about_ca_system_score_gemma":0.00002494481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009777485,"about_ca_topic_score_gemma":0.00001431872,"domain_scores_codex":[0.9986156,0.0001360598,0.0004303915,0.0003274693,0.0001389109,0.0003515308],"domain_scores_gemma":[0.9992023,0.0003626357,0.00009102365,0.0002603456,0.0000499556,0.00003373504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005465067,0.00009226934,0.2607999,0.0001713402,0.0001369384,0.0001823349,0.02411314,0.00004946658,0.000006856262,0.0003953323,0.0004873544,0.7130185],"study_design_scores_gemma":[0.0008848324,0.000349444,0.9944365,0.0003619205,0.00004088291,0.00001401462,0.001403773,0.0001214667,0.0001684203,0.00006545347,0.002028921,0.0001243875],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684919,0.0003938831,0.0002619273,0.003873419,0.001316873,0.0005454674,0.000004608872,0.00005637057,0.02505556],"genre_scores_gemma":[0.9969981,0.00005460607,0.0000124809,0.0006790238,0.000589113,0.0005103353,0.00002418073,0.00001287177,0.001119341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7336366,"threshold_uncertainty_score":0.4615445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03957582461044581,"score_gpt":0.3352916495571542,"score_spread":0.2957158249467083,"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."}}