{"id":"W4412470830","doi":"10.1136/bmjopen-2025-099263","title":"Comorbidity prevalence and healthcare costs in people living with HIV compared with the general population: a 19-year retrospective cohort study in British Columbia, Canada","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University; AIDS Vancouver","funders":"Michael Smith Health Research BC; Canadian Institutes of Health Research; Canadian Foundation for AIDS Research","keywords":"Medicine; Comorbidity; Cohort; Population; Health care; Context (archaeology); Retrospective cohort study; Cohort study; Mental health; Demography; Gerontology; National Comorbidity Survey; Epidemiology; Environmental health; Psychiatry; 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":[0.0006444256,0.0004238175,0.0006824008,0.001935462,0.002672717,0.001394348,0.001384293,0.0005544352,0.001458153],"category_scores_gemma":[0.001635582,0.0005933153,0.0006236896,0.005491969,0.0006104992,0.000511966,0.001000493,0.0007920242,0.0002694876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0134371,"about_ca_system_score_gemma":0.0132253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.985044,"about_ca_topic_score_gemma":0.988924,"domain_scores_codex":[0.998949,0.0000759049,0.00009368625,0.0002177629,0.0003562088,0.0003074371],"domain_scores_gemma":[0.9981208,0.00008098195,0.0004333249,0.00009281538,0.0008205131,0.0004514439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002531139,0.00001359051,0.9985173,0.00001806604,0.0000481056,0.00006124986,0.0001507706,0.00003057705,0.00004646707,0.0000122777,0.0003816841,0.0006944471],"study_design_scores_gemma":[0.000003914159,0.00001119424,0.9991578,0.00002321701,0.0000195726,0.0000623398,0.0003638713,0.00008487506,0.00001279838,0.000006044495,0.0002494933,0.000004756274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890146,0.001172706,0.0001192251,0.000162494,0.00001420303,0.00008857252,0.008066867,0.00001072928,0.001350654],"genre_scores_gemma":[0.9944584,0.0009679731,0.0001697561,0.0001433776,0.000007790492,0.00005354753,0.003587263,0.000005327011,0.0006065416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.014956,"threshold_uncertainty_score":0.09749341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02406209444500938,"score_gpt":0.3503165884291189,"score_spread":0.3262544939841096,"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."}}