{"id":"W3205779747","doi":"10.1590/0102-311x00143520","title":"Immune recovery after antiretroviral therapy initiation: a challenge for people living with HIV in Brazil","year":2021,"lang":"en","type":"article","venue":"Cadernos de Saúde Pública","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Ministério da Saúde; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Viral load; Medicine; Immune system; Proportional hazards model; Cohort; Antiretroviral therapy; Cumulative incidence; Cohort study; Immunology; Internal medicine; Residence; Demography; Human immunodeficiency virus (HIV); Gerontology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002681038,0.0001466576,0.0003191885,0.0002096487,0.00007331766,0.00005793546,0.00009866273,0.0001192549,0.001433691],"category_scores_gemma":[0.0005221018,0.0001289193,0.0002118917,0.0003915899,0.00004788073,0.0002162641,0.00004822825,0.0003427681,0.0000503003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001303575,"about_ca_system_score_gemma":0.000357658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003881336,"about_ca_topic_score_gemma":0.0002495323,"domain_scores_codex":[0.9985984,0.0001080905,0.000291498,0.0003087292,0.0002320021,0.0004612564],"domain_scores_gemma":[0.9990467,0.0002212482,0.00005437089,0.0003188883,0.0002015853,0.0001571803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006293481,0.004658293,0.7160821,0.00222098,0.0009284506,0.001109808,0.01157481,0.000009247549,0.02632265,0.001686256,0.04502408,0.1840898],"study_design_scores_gemma":[0.009543424,0.01272826,0.9049155,0.002948502,0.00007699089,0.0003966605,0.001841243,0.001682096,0.006407768,0.000358277,0.05850983,0.0005914537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599878,0.006429097,0.003712193,0.01409149,0.00004793092,0.0007422511,0.00007633467,0.00007503132,0.01483791],"genre_scores_gemma":[0.9857767,0.001336929,0.0008505401,0.0006047832,0.0002173779,0.0004380288,0.00008538965,0.00004196126,0.0106483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1888334,"threshold_uncertainty_score":0.9994791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02333247111035531,"score_gpt":0.3122647958814481,"score_spread":0.2889323247710928,"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."}}