{"id":"W7128076943","doi":"10.1097/qad.0000000000004417","title":"Sleep quality and disturbance during the COVID-19 pandemic among people with HIV globally: associations with social determinants of health","year":2025,"lang":"en","type":"article","venue":"AIDS","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; HIV Legal Network","funders":"National Institute of Nursing Research; University of California, San Francisco; National Cancer Institute; Agency for Healthcare Research and Quality; National Institutes of Health; Case Western Reserve University; University of Pennsylvania","keywords":"Pandemic; Sleep disorder; Disturbance (geology); Human immunodeficiency virus (HIV); Quality (philosophy); Sleep quality; Sleep (system call)","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":[0.0005530358,0.0001925217,0.0002091079,0.0006020175,0.0003687462,0.0004965817,0.0002702853,0.0003890035,0.001155358],"category_scores_gemma":[0.001970329,0.0001803164,0.0004148117,0.0007919748,0.0002853261,0.0004587277,0.0007322019,0.0005910525,0.00009972223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003348077,"about_ca_system_score_gemma":0.0003219816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01280298,"about_ca_topic_score_gemma":0.02228927,"domain_scores_codex":[0.9996929,0.0000834382,0.0000432721,0.00004777714,0.00005976735,0.00007283039],"domain_scores_gemma":[0.9989021,0.0001205487,0.0006543026,0.00004275888,0.0001075263,0.0001727423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002189761,0.00001735099,0.9990978,0.00001016903,0.00002760211,0.00001345326,0.00006141324,0.00001687398,0.00003584024,0.000005310554,0.00003517315,0.0006570322],"study_design_scores_gemma":[8.587889e-7,0.00003004048,0.9996723,0.00000702543,0.00000536847,0.00002612104,0.0001696123,0.00003959468,0.000007573053,0.000004763018,0.00003586601,9.259979e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982961,0.0005309816,0.00003834569,0.0001217769,0.000008228577,0.00001970046,0.0005547704,0.00000178528,0.0004282925],"genre_scores_gemma":[0.9994345,0.0001738264,0.00003843232,0.00002561373,0.000008096032,0.00001121035,0.0002386509,5.406846e-7,0.00006898626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01280298,"threshold_uncertainty_score":0.02545691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396550225652841,"score_gpt":0.3509644351756394,"score_spread":0.326998932919111,"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."}}