{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004608985,0.0001063131,0.0002603715,0.00004043064,0.0004261701,0.00001512685,0.0001357717,0.0001002844,0.00002153229],"category_scores_gemma":[0.00006277784,0.00006695922,0.00003419467,0.0003721774,0.0002191549,0.00004176242,0.00003422056,0.0001631412,0.000002018287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001046864,"about_ca_system_score_gemma":0.0001015412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003169639,"about_ca_topic_score_gemma":0.004913111,"domain_scores_codex":[0.9988599,0.0002846568,0.0002598774,0.0002202082,0.0001435744,0.0002317204],"domain_scores_gemma":[0.9992909,0.0001925407,0.0002485276,0.0001850418,0.00003439792,0.00004859825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009496864,0.00007886726,0.9910212,0.00004145493,0.000268158,0.000001146599,0.005345592,0.00001305858,0.000001891786,0.001287554,0.0003400017,0.001506159],"study_design_scores_gemma":[0.001886762,0.00006907641,0.9947411,0.00001556592,0.00007770237,0.000003715414,0.002699128,0.000008643117,0.000001364707,0.0002508805,0.000160828,0.00008525328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945944,0.0006370406,0.0007463286,0.001705383,0.00008986181,0.000253721,0.00004008681,0.00004575125,0.001887428],"genre_scores_gemma":[0.998481,0.00002795875,0.00002577664,0.000795038,0.00001377299,0.00003127757,0.00000743169,0.00000814533,0.0006096475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003886553,"threshold_uncertainty_score":0.4791568,"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."}}