{"id":"W4387253819","doi":"10.5114/hivar.2023.131494","title":"Antiretroviral treatment toxicity is the next challenge in HIV/AIDS management: institutional-based cross-sectional study","year":2023,"lang":"en","type":"article","venue":"HIV & AIDS Review","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Gondar","keywords":"Medicine; Antiretroviral treatment; Cross-sectional study; Human immunodeficiency virus (HIV); Antiretroviral therapy; Environmental health; Virology; Viral load; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001168212,0.0003795764,0.0007372991,0.0003017199,0.0002732663,0.00006216963,0.0003076319,0.00008563808,0.0006379307],"category_scores_gemma":[0.0001408102,0.0002549232,0.0002969009,0.001270993,0.0001697672,0.0001818735,0.0001310395,0.0003008666,0.00267174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004932918,"about_ca_system_score_gemma":0.0001972031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007025216,"about_ca_topic_score_gemma":0.0000454516,"domain_scores_codex":[0.9969153,0.0002855346,0.0008030276,0.0006878374,0.0008279494,0.000480311],"domain_scores_gemma":[0.9985969,0.0001469141,0.000140258,0.0008769191,0.00008831394,0.0001507114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002086092,0.003917923,0.8017129,0.005075797,0.0006022504,0.001220409,0.002231127,0.0001124774,0.00003159137,0.002942341,0.00672909,0.1752155],"study_design_scores_gemma":[0.008744135,0.004489154,0.6930358,0.004077794,0.0008344592,0.00003719718,0.002680307,0.0007479051,0.0000571127,0.000150512,0.2844797,0.0006658763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9296576,0.04007205,0.0001031089,0.0038319,0.0004290707,0.006220515,0.000197139,0.0003681391,0.01912051],"genre_scores_gemma":[0.9352758,0.04887807,0.0003403489,0.002238129,0.0002501949,0.0007809123,0.0002866139,0.00005069644,0.01189925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2777506,"threshold_uncertainty_score":0.9999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1207426486848497,"score_gpt":0.3949077526610246,"score_spread":0.2741651039761749,"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."}}