{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004632547,0.0001961157,0.0003243239,0.0007007809,0.0002972344,0.0003973051,0.0002010256,0.0002883353,0.0007865233],"category_scores_gemma":[0.001617752,0.0002193918,0.0005349898,0.0008052242,0.000211885,0.0001886348,0.0004079704,0.0003591861,0.00008670859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001848224,"about_ca_system_score_gemma":0.0002211733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01042942,"about_ca_topic_score_gemma":0.01542034,"domain_scores_codex":[0.9997814,0.00006268594,0.00003306649,0.00004214387,0.00004519425,0.00003555727],"domain_scores_gemma":[0.9991603,0.000109882,0.0004908999,0.00004783309,0.00007489104,0.0001161777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007545258,0.00001074139,0.9990459,0.00000904099,0.00005332565,0.0000444324,0.00003052257,0.00001407349,0.000111838,0.000002696863,0.00002195717,0.000580163],"study_design_scores_gemma":[0.000001473207,0.00002541494,0.9998142,0.000001884303,0.000009748085,0.00005474878,0.00003437261,0.00002374895,0.000006784809,0.000003724017,0.00002320571,7.718047e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986323,0.0008439184,0.00002973855,0.00003065524,0.000004377263,0.000006462825,0.0001953223,0.000002231825,0.0002548217],"genre_scores_gemma":[0.999549,0.0001792845,0.00002614875,0.0000166209,0.000008787967,0.0000039089,0.0001355266,6.04288e-7,0.00008003211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01042942,"threshold_uncertainty_score":0.02073741,"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."}}