{"id":"W4311140194","doi":"10.1016/j.sleepx.2022.100060","title":"Factors associated with poor sleep quality in midlife Singaporean women: The Integrated Women’s Health program (IWHP)","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine X","topic":"Sleep and related disorders","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Medical Research Council","keywords":"Medicine; Pittsburgh Sleep Quality Index; Irritability; Logistic regression; Malay; Body mass index; Quality of life (healthcare); Physical therapy; Gerontology; Demography; Gynecology; Menopause; Sleep quality; Internal medicine; Insomnia; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003256385,0.000227907,0.0002640517,0.0004838175,0.0003734247,0.0003667526,0.000206633,0.0002533529,0.0011222],"category_scores_gemma":[0.0007895691,0.0001739847,0.0003485708,0.0006883066,0.0001211787,0.0002493226,0.000423447,0.0003014843,0.0001400245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002819123,"about_ca_system_score_gemma":0.0004359681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01506752,"about_ca_topic_score_gemma":0.02985414,"domain_scores_codex":[0.9998639,0.00003501811,0.00001839902,0.00002138649,0.00002772875,0.00003355485],"domain_scores_gemma":[0.9996315,0.00002614068,0.0001296941,0.00001685701,0.00005081136,0.000145074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009587429,0.00008667437,0.9968477,0.00002052091,0.00005351119,0.00004515399,0.0001048515,0.00001382447,0.0001232643,0.000003842989,0.0001494461,0.002455317],"study_design_scores_gemma":[0.000005557058,0.00008711814,0.999575,0.000005565533,0.00001716115,0.00003244284,0.000137061,0.00004248683,0.00001406922,0.00000221637,0.00008044211,9.806123e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990195,0.0001758409,0.00001861468,0.0000789664,0.00000535726,0.00001550321,0.0004129291,0.000003093479,0.0002700933],"genre_scores_gemma":[0.9990578,0.0001081779,0.00003848421,0.00004580668,0.00000787413,0.00001726641,0.0005038405,8.774024e-7,0.0002198511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01506752,"threshold_uncertainty_score":0.02995962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04532690873774567,"score_gpt":0.3422679289353183,"score_spread":0.2969410201975726,"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."}}