{"id":"W4210286259","doi":"10.1177/09564624211067036","title":"Virologic failure in people living with HIV in 1st line ART: A 10-year Mexican population-based study","year":2022,"lang":"en","type":"article","venue":"International Journal of STD & AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; St. Joseph’s Healthcare Hamilton; McMaster University; Impact","funders":"","keywords":"Medicine; Odds ratio; Odds; Logistic regression; Human immunodeficiency virus (HIV); Antiretroviral therapy; Population; Antiretroviral treatment; Demography; Internal medicine; Viral load; Family medicine; Environmental health","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":[0.0007862381,0.0003137788,0.0003040319,0.0007704885,0.0006066984,0.0007393661,0.0004274321,0.0005963871,0.001713476],"category_scores_gemma":[0.001289344,0.0003488225,0.0007009415,0.001038438,0.000253423,0.0006503509,0.0005669298,0.0007510383,0.0002150162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000585374,"about_ca_system_score_gemma":0.0005564499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0284237,"about_ca_topic_score_gemma":0.02235103,"domain_scores_codex":[0.9996994,0.00007345242,0.00002886914,0.00007130668,0.00005337813,0.00007371523],"domain_scores_gemma":[0.9993292,0.00007342446,0.0003472296,0.00005570193,0.00007588702,0.0001185956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009047461,0.0001023844,0.9988427,0.00001067741,0.00005849396,0.00003111023,0.0001461541,0.00002150705,0.00005160213,0.000009035513,0.0001333246,0.0005025251],"study_design_scores_gemma":[0.00001252475,0.0001136587,0.9990446,0.000008232611,0.00003501949,0.00005181926,0.0004556178,0.00009374464,0.00001296009,0.000005987896,0.0001627574,0.000002948879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988042,0.0001056869,0.00002941322,0.0000503273,0.000003874653,0.00001432626,0.0007900249,0.000001721056,0.0002004443],"genre_scores_gemma":[0.9987097,0.0001539475,0.0000443416,0.00004780851,0.00001050447,0.00002336204,0.0008592873,0.000001209647,0.0001498946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0284237,"threshold_uncertainty_score":0.05651653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535743689922974,"score_gpt":0.3186713386045868,"score_spread":0.303313901705357,"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."}}