{"id":"W2049016259","doi":"10.7448/ias.17.4.19576","title":"Prevalence and risk factors of sleep disturbances in a large HIV‐infected adult population","year":2014,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"Sleep and related disorders","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Pittsburgh Sleep Quality Index; Depression (economics); Dyslipidemia; Internal medicine; Beck Depression Inventory; Context (archaeology); Population; Sleep disorder; Lipodystrophy; Viral load; Human immunodeficiency virus (HIV); Obesity; Psychiatry; Immunology; Sleep quality; Antiretroviral therapy; Insomnia; Environmental health; Anxiety","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":[0.0002878269,0.0002043827,0.000208265,0.0005388858,0.0003895028,0.0004726273,0.0001962318,0.0003392474,0.001234422],"category_scores_gemma":[0.0006013674,0.0001734641,0.000164044,0.000554828,0.0001955544,0.0003416701,0.0002677691,0.0002901774,0.0001507366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010329,"about_ca_system_score_gemma":0.0001926111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007154187,"about_ca_topic_score_gemma":0.007625045,"domain_scores_codex":[0.9998474,0.00004047731,0.00001842147,0.00003481776,0.00003294603,0.00002594382],"domain_scores_gemma":[0.9996533,0.00005347911,0.0001505436,0.00001316678,0.00003656079,0.0000929064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001673994,0.00001985527,0.999201,0.000004380041,0.00001234398,0.00004899809,0.00005849134,0.000007828062,0.00007481557,0.000002441308,0.00005123734,0.0005019176],"study_design_scores_gemma":[0.000001951812,0.00005159825,0.9994974,0.000003939363,0.000005380687,0.0001784255,0.0001629848,0.00003408436,0.000007641789,0.000002858842,0.0000525726,0.000001088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992512,0.0002530041,0.00002485914,0.00004054126,0.000002828594,0.000007998702,0.0002158267,0.000002090924,0.0002015651],"genre_scores_gemma":[0.9994511,0.0001654158,0.00004047203,0.00003430011,0.00001011758,0.000008799074,0.0002252381,4.312323e-7,0.00006407878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007154187,"threshold_uncertainty_score":0.01422513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005648056635031994,"score_gpt":0.2569475807577546,"score_spread":0.2512995241227226,"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."}}