{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001004737,0.0002017578,0.0006137845,0.0008416737,0.0003090706,0.0007672829,0.0003930733,0.0003702272,0.001563839],"category_scores_gemma":[0.003434631,0.0001626824,0.0005085083,0.002029017,0.0001331915,0.0004014422,0.0002984062,0.0004301762,0.0001148654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297632,"about_ca_system_score_gemma":0.001729113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01911362,"about_ca_topic_score_gemma":0.03865353,"domain_scores_codex":[0.9994152,0.000272153,0.0001032529,0.00004085027,0.0001043784,0.00006424634],"domain_scores_gemma":[0.9986541,0.0005077255,0.0005229585,0.00001495461,0.0001656792,0.0001344988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001965154,0.000329814,0.09861956,0.03629467,0.0009042138,0.000920799,0.001131526,0.0002387807,0.0007974789,0.0004567156,0.0373155,0.8210258],"study_design_scores_gemma":[0.0009302348,0.002423699,0.7845277,0.06621742,0.003556944,0.004628362,0.00278678,0.0003492515,0.0006617095,0.0002658645,0.1335566,0.00009536611],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01863904,0.9787434,0.00001773001,0.001429943,0.000107786,0.00002115421,0.000189984,0.00000521799,0.0008458224],"genre_scores_gemma":[0.154768,0.8423793,0.0001756029,0.001312671,0.0002586116,0.0001085496,0.0004681814,0.000003928188,0.000525263],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01911362,"threshold_uncertainty_score":0.03800476,"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."}}