{"id":"W3211789491","doi":"10.21450/rahis.v18i4.7166","title":"O DESAFIO DA RECUPERAÇÃO IMUNOLÓGICA PARA PESSOAS QUE VIVEM COM HIV APÓS O INÍCIO DA TERAPIA ANTIRRETROVIRAL","year":2021,"lang":"pt","type":"article","venue":"RAHIS - Revista de Administração Hospitalar e Inovação em Saúde","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Antiretroviral therapy; Human immunodeficiency virus (HIV); Medicine; Gynecology; Viral load; Immunology","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":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002188727,0.002097579,0.003194695,0.0009779636,0.001169009,0.002588482,0.002020524,0.001400977,0.0161562],"category_scores_gemma":[0.003179532,0.002225216,0.002595137,0.002790644,0.001147473,0.001125677,0.00112715,0.004422967,0.005101066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00178606,"about_ca_system_score_gemma":0.004747706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002799686,"about_ca_topic_score_gemma":0.0001343325,"domain_scores_codex":[0.9852793,0.001842216,0.003562215,0.003015057,0.002383469,0.003917724],"domain_scores_gemma":[0.9898683,0.0006813186,0.00104904,0.003911029,0.001685069,0.002805271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003393821,0.01538722,0.191001,0.009528112,0.008874759,0.03908723,0.01364399,0.000008127348,0.04112595,0.02192874,0.5553505,0.1006705],"study_design_scores_gemma":[0.01633102,0.02587244,0.06486505,0.01665017,0.003498589,0.00472777,0.01631661,0.0037511,0.02014898,0.0004039951,0.8208827,0.006551531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9151628,0.03804062,0.006701663,0.010516,0.001216042,0.003623276,0.003931932,0.0006051896,0.02020248],"genre_scores_gemma":[0.8582004,0.003281264,0.001688118,0.001066644,0.001052023,0.0002044332,0.002922342,0.000422722,0.131162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2655323,"threshold_uncertainty_score":0.9998954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0356282633173324,"score_gpt":0.3380796995557766,"score_spread":0.3024514362384442,"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."}}