{"id":"W4410130512","doi":"10.1111/hiv.70035","title":"Self‐reported <scp>HIV</scp> viral load is reliable and not affected by adverse lived experiences of women living with <scp>HIV</scp> in British Columbia","year":2025,"lang":"en","type":"article","venue":"HIV Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; B.C. Women's Hospital & Health Centre; Women's Health Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research; Centre for Blood Research, University of British Columbia; National Drug Abuse Treatment Clinical Trials Network; Simon Fraser University; Michael Smith Health Research BC","keywords":"Concordance; Medicine; Viral load; Human immunodeficiency virus (HIV); Demography; Stigma (botany); HIV diagnosis; Internal medicine; Antiretroviral therapy; Gerontology; Immunology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001093733,0.0002734603,0.001000507,0.0003435082,0.0001824549,0.00006544412,0.0002413746,0.0001869313,0.0006979019],"category_scores_gemma":[0.004223503,0.0002953009,0.0001020539,0.001180554,0.0006999908,0.0002473537,0.0001535075,0.0005541095,0.00002739445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003460387,"about_ca_system_score_gemma":0.0005169526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007944413,"about_ca_topic_score_gemma":0.003858889,"domain_scores_codex":[0.996351,0.0001318091,0.000897634,0.0006978116,0.0009651597,0.0009565952],"domain_scores_gemma":[0.9977182,0.0004945698,0.000273058,0.000499942,0.0004370398,0.000577207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003887244,0.001028256,0.2116614,0.001080403,0.0004457685,0.0004530702,0.05105377,7.344585e-7,0.009905658,0.000004330362,0.7235231,0.0008046429],"study_design_scores_gemma":[0.02539956,0.01297744,0.4445267,0.02501009,0.0006621507,0.000503923,0.3680634,0.004906282,0.005658601,0.00004919025,0.1119452,0.0002974373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799792,0.001830066,0.0001366688,0.0003276257,0.00008480001,0.0009496881,0.00003818674,0.0001255907,0.01652824],"genre_scores_gemma":[0.8403615,0.0007719314,0.0003374947,0.0004355322,0.00008308944,0.0003148558,0.00008396646,0.00003372706,0.1575779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.611578,"threshold_uncertainty_score":0.9999499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008597955403590938,"score_gpt":0.2650805248529585,"score_spread":0.2564825694493676,"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."}}