{"id":"W4410854659","doi":"10.1097/qad.0000000000004183","title":"Trends in population HIV viral suppression: a longitudinal analysis","year":2025,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Response Biomedical (Canada)","funders":"National Institute of Mental Health","keywords":"Human immunodeficiency virus (HIV); Demography; Population; Psychological intervention; Medicine; Coronavirus disease 2019 (COVID-19); Cohort; Viral load; Longitudinal study; Cohort study; Rural population; Virology; Environmental health; Internal medicine; Disease","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":[0.001514631,0.0001658097,0.0002331903,0.0009045915,0.0004507051,0.0004705837,0.0003297611,0.0002285899,0.001032053],"category_scores_gemma":[0.002842444,0.0002444842,0.0004794923,0.00143453,0.0001707312,0.0005938267,0.0005812467,0.0005620428,0.0003213284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006339372,"about_ca_system_score_gemma":0.0008943983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03045256,"about_ca_topic_score_gemma":0.03167902,"domain_scores_codex":[0.999449,0.0001741754,0.00005062386,0.00009711751,0.00009050837,0.0001385089],"domain_scores_gemma":[0.998941,0.0001046617,0.0004217265,0.0001120811,0.0002858049,0.0001347952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008943094,0.000030064,0.9970952,0.00001254318,0.00007893307,0.00003397797,0.0001701827,0.00008569811,0.0001101322,0.00002923575,0.000284538,0.001980021],"study_design_scores_gemma":[0.00000438809,0.0001017586,0.998123,0.00001148775,0.00005258158,0.00008850935,0.0004107094,0.0005251558,0.00006622795,0.00003333045,0.0005774466,0.000005458977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966252,0.000265702,0.0003376707,0.0001426387,0.000007855878,0.00002207812,0.002103693,0.000009589674,0.0004855555],"genre_scores_gemma":[0.9971339,0.000153215,0.0002029405,0.00003033702,0.000005278379,0.00003614783,0.002136269,0.000003424371,0.0002985534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03045256,"threshold_uncertainty_score":0.06055057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02317657659176638,"score_gpt":0.3763831111384869,"score_spread":0.3532065345467206,"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."}}