{"id":"W4405821379","doi":"10.1080/09540121.2024.2432801","title":"Effect of depressive symptoms on health services utilization in the HIV and hepatitis C co-infected population in Canada","year":2024,"lang":"en","type":"article","venue":"AIDS Care","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Saskatchewan; HIV Legal Network; St. Paul's Hospital; University of Ottawa; Centre Hospitalier de l’Université de Montréal; McGill University; Centre for Advancing Health Outcomes; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Canada Research Chairs; Vertex Pharmaceuticals; Gilead Sciences; Styrelsen för Internationellt Utvecklingssamarbete; ViiV Healthcare; GlaxoSmithKline; Pfizer; Bristol-Myers Squibb","keywords":"Medicine; Hepatitis C; Depressive symptoms; Depression (economics); Cohort; Human immunodeficiency virus (HIV); Population; Internal medicine; Psychiatry; Immunology; Anxiety; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008755266,0.0002715031,0.0005313109,0.0006934022,0.001681845,0.001284263,0.0008486588,0.0003594384,0.001705788],"category_scores_gemma":[0.004127938,0.0002808529,0.0008083801,0.001867386,0.000594009,0.0002646788,0.0008070778,0.0008235379,0.0001187825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01715771,"about_ca_system_score_gemma":0.02003219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9904607,"about_ca_topic_score_gemma":0.9933805,"domain_scores_codex":[0.9991955,0.0001507088,0.00005241941,0.0001066769,0.0002287447,0.0002660278],"domain_scores_gemma":[0.9976944,0.0002744147,0.0004694224,0.00008006857,0.0006715369,0.0008101321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001052508,0.00002359804,0.9971741,0.00001094575,0.00006742791,0.00003722636,0.0001130858,0.0001658145,0.00004377578,0.00004669383,0.0003234549,0.001888548],"study_design_scores_gemma":[0.00001036562,0.00002391572,0.9983023,0.00002095249,0.00004092685,0.00003904229,0.0003831238,0.0009390276,0.00002456762,0.00002391371,0.0001846377,0.000007363275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966623,0.000608182,0.00004697919,0.0003983954,0.000008346022,0.00001475509,0.001429961,0.000004650589,0.0008265724],"genre_scores_gemma":[0.9987546,0.0003164221,0.00006712523,0.00005711784,0.000003315095,0.000003801602,0.0005535377,0.000002207037,0.0002418511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01715771,"threshold_uncertainty_score":0.1244884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00829805245638356,"score_gpt":0.331971040504131,"score_spread":0.3236729880477475,"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."}}