{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001361604,0.0002100613,0.0003368113,0.00072666,0.0003736775,0.0009283778,0.0003750333,0.0003832428,0.0006686896],"category_scores_gemma":[0.004384667,0.0001504789,0.0005412638,0.0009172619,0.0003963962,0.001055642,0.0006449641,0.0004407642,0.0000941546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009275484,"about_ca_system_score_gemma":0.001186259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04548619,"about_ca_topic_score_gemma":0.0574303,"domain_scores_codex":[0.9993966,0.0002369815,0.00006887018,0.00009123695,0.00009714345,0.0001093117],"domain_scores_gemma":[0.9983581,0.0004294985,0.0008830557,0.00007190806,0.0001487569,0.0001086833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005813681,0.00003520111,0.9795682,0.0002323923,0.00004881997,0.0001704246,0.001851942,0.0001088217,0.000251492,0.0004451541,0.000247972,0.01698134],"study_design_scores_gemma":[0.000005289648,0.0001250965,0.9919176,0.000395241,0.00008362123,0.0006655831,0.003265279,0.0006875422,0.00009873598,0.0004522124,0.002290867,0.00001302776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829845,0.01047235,0.0007112455,0.002156329,0.00001885551,0.00006510391,0.001269138,0.00001369766,0.002308784],"genre_scores_gemma":[0.9965442,0.002556792,0.0003219059,0.0001321242,0.00001387948,0.00002243511,0.0003017694,0.000002469315,0.0001044762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04548619,"threshold_uncertainty_score":0.09044284,"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."}}