{"id":"W4387253939","doi":"10.5114/hivar.2023.131493","title":"Viral load suppression among patients receiving antiretroviral therapy in outpatient clinics in Democratic Republic of Congo","year":2023,"lang":"en","type":"article","venue":"HIV & AIDS Review","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antiretroviral therapy; Outpatient clinic; Viral load; Human immunodeficiency virus (HIV); Internal medicine; Democracy; Virology; Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.001044498,0.0001874867,0.0006512008,0.0002340603,0.00005155814,0.000008079335,0.000228511,0.0001533308,0.0002806336],"category_scores_gemma":[0.0007327674,0.0001407568,0.0001441351,0.0006667932,0.000129162,0.0001448681,0.000123837,0.0003521488,0.0005785912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001103832,"about_ca_system_score_gemma":0.0001154575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009663623,"about_ca_topic_score_gemma":0.0000448125,"domain_scores_codex":[0.9973418,0.0008908808,0.0008309194,0.0003449437,0.0001214695,0.000469998],"domain_scores_gemma":[0.9990273,0.0002330889,0.0002141216,0.0003880597,0.0001011316,0.00003627452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006929806,0.0004209265,0.8320492,0.0004312385,0.00004177975,0.00001351771,0.0002233665,8.922269e-7,0.000498193,0.00001195538,0.004776489,0.1614632],"study_design_scores_gemma":[0.004705473,0.002789446,0.975979,0.00509474,0.00002235014,0.000001660104,0.0000473212,0.0000110397,0.0008782753,0.00006282675,0.01019905,0.0002087855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609985,0.0372648,0.000001511329,0.00007468372,0.0001911142,0.0009724193,0.00004863543,0.00003231083,0.0004159739],"genre_scores_gemma":[0.923211,0.07502194,0.00002606129,0.00009056052,0.000005296749,0.0001175502,0.0005542481,0.00001576973,0.0009575997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1612544,"threshold_uncertainty_score":0.7436813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02529970415925778,"score_gpt":0.3088991527492708,"score_spread":0.283599448590013,"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."}}