{"id":"W4318754808","doi":"10.1093/cid/ciad056","title":"CD4/CD8 Ratio Outcome According to the Class of the Third Active Drug in Antiretroviral Therapy Regimens: Results From the Quebec Human Immunodeficiency Virus Cohort Study","year":2023,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université du Québec en Abitibi-Témiscamingue; McGill University Health Centre; Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Hazard ratio; Reverse-transcriptase inhibitor; Regimen; Internal medicine; Confidence interval; CD4-CD8 Ratio; Cohort; Integrase inhibitor; Cohort study; Viral load; Antiretroviral therapy; Gastroenterology; CD8; Virology; Immunology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001877318,0.000351672,0.0004203289,0.0008335821,0.0006454315,0.0006497861,0.0006554496,0.0003969954,0.002836805],"category_scores_gemma":[0.003357695,0.0001554794,0.001005044,0.001610367,0.0002491071,0.0003205943,0.0004498209,0.0007000373,0.000221374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003934286,"about_ca_system_score_gemma":0.002947225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8131815,"about_ca_topic_score_gemma":0.8449705,"domain_scores_codex":[0.9991838,0.0001860694,0.00005204372,0.0001985724,0.0002132763,0.0001661433],"domain_scores_gemma":[0.9971092,0.0004848849,0.0007223947,0.0002324558,0.0009880135,0.0004630622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003113891,0.00001872574,0.9960495,0.00001890648,0.0002515976,0.00002748962,0.00005568818,0.0001099932,0.00007351456,0.00002461072,0.001105603,0.001952954],"study_design_scores_gemma":[0.00002368796,0.00004175339,0.9988227,0.00001253929,0.00008987779,0.00002315318,0.000068877,0.000402527,0.00001998779,0.000008571108,0.0004814834,0.000004747068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974138,0.002380108,0.0003526077,0.0003537896,0.00002846989,0.00008624574,0.02098647,0.0000176075,0.001656611],"genre_scores_gemma":[0.9930594,0.0003170806,0.0001382218,0.00008815713,0.00001085223,0.00003416423,0.005758485,0.000006200538,0.0005874629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1868185,"threshold_uncertainty_score":0.3758373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05239955803707738,"score_gpt":0.3774425025472383,"score_spread":0.3250429445101609,"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."}}