{"id":"W4408244449","doi":"10.1080/09540121.2025.2468965","title":"Difference in healthcare utilization trends associated with suicide death in people living with and without HIV in British Columbia, Canada, from 1998 to 2020","year":2025,"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 British Columbia; Simon Fraser University; AIDS Vancouver","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Medicine; Health care; Logistic regression; Mental healthcare; Cohort; Human immunodeficiency virus (HIV); Gerontology; Population; Mental health; Family medicine; Demography; Psychiatry; Environmental health; Internal medicine","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":[0.0004785251,0.000273312,0.0003752241,0.001415732,0.0009797749,0.001037763,0.000911237,0.0003975215,0.001423781],"category_scores_gemma":[0.002140449,0.00030782,0.0006765063,0.002884561,0.0003174724,0.0003037618,0.0006868545,0.0006934801,0.0002343746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01000014,"about_ca_system_score_gemma":0.01162054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9873357,"about_ca_topic_score_gemma":0.9906018,"domain_scores_codex":[0.9994144,0.00005904518,0.00007111268,0.00009138069,0.0001779356,0.0001859977],"domain_scores_gemma":[0.9980965,0.00009920022,0.0003883968,0.00007788765,0.0009615782,0.0003764083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007297356,0.00001441317,0.9962822,0.00001951663,0.00006546014,0.000037363,0.0001401864,0.0001331977,0.00006673759,0.00003714585,0.0009086325,0.002222152],"study_design_scores_gemma":[0.00000353856,0.000009214741,0.9987702,0.00002099167,0.0000189758,0.00003889197,0.0003810471,0.0003516772,0.00002268577,0.000009307805,0.0003690568,0.000004394965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782281,0.0008348695,0.0001200178,0.0003356445,0.0000169139,0.00003345619,0.01880745,0.00002369679,0.001599769],"genre_scores_gemma":[0.9899299,0.0007056905,0.0001692977,0.000100988,0.000005991622,0.00002319609,0.007917149,0.000006309703,0.001141446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01266426,"threshold_uncertainty_score":0.07255644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155720263003653,"score_gpt":0.2944564793681907,"score_spread":0.2788844530678254,"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."}}