{"id":"W4415691960","doi":"10.1080/03630242.2025.2581747","title":"Sleep disturbances are associated with cognitive impairment in postmenopausal women","year":2025,"lang":"en","type":"article","venue":"Women & Health","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Menopause; Logistic regression; Sleep (system call); Postmenopausal women; Rating scale; Hormone therapy; Cognition","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":[0.0005651586,0.000224771,0.0004311404,0.000255767,0.0001576321,0.00002148602,0.0001427964,0.0001541055,0.0004966035],"category_scores_gemma":[0.000040337,0.0001819342,0.00002378824,0.0008580632,0.0001114037,0.00005276,0.00003484197,0.0003938905,0.00008721107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001272712,"about_ca_system_score_gemma":0.0002038008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004313251,"about_ca_topic_score_gemma":0.0004700232,"domain_scores_codex":[0.9975909,0.0003222145,0.0003737069,0.0004581918,0.0001872477,0.00106776],"domain_scores_gemma":[0.9991413,0.0001864583,0.000224192,0.0001961395,0.00005171738,0.0002002164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004429545,0.007933873,0.6992211,0.0001896222,0.003713153,0.0002548658,0.2309482,0.00004716074,0.000004375655,0.002853029,0.006858647,0.04354643],"study_design_scores_gemma":[0.0105695,0.003099133,0.8146103,0.0004297566,0.00003104858,0.000003473846,0.1682609,0.00001811526,0.000001656706,0.0009730246,0.001657565,0.0003455099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776324,0.002030843,0.00001912727,0.001810414,0.000494957,0.0007459064,0.00005172261,0.0001124364,0.01710219],"genre_scores_gemma":[0.9914215,0.00008191022,0.000005150062,0.005018091,0.00002172262,0.0005795099,0.00004362316,0.00002278979,0.002805688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1153892,"threshold_uncertainty_score":0.741906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007685341991931461,"score_gpt":0.289927834032453,"score_spread":0.2822424920405215,"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."}}