{"id":"W2771626406","doi":"10.1111/hiv.12567","title":"Predictors of <scp>CD</scp>4 cell recovery following initiation of antiretroviral therapy among <scp>HIV</scp>‐1 positive patients with well‐estimated dates of seroconversion","year":2017,"lang":"en","type":"article","venue":"HIV Medicine","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Instituto de Salud Carlos III; Medical Research Council; Universität Zürich; Université de Bordeaux; Rheinische Friedrich-Wilhelms-Universität Bonn; Region Hovedstaden; Public Health England; National and Kapodistrian University of Athens; University of New South Wales; Institut National de la Santé et de la Recherche Médicale; Karolinska Institutet; Stichting HIV Monitoring; World Health Organization; European Commission; Case Western Reserve University; University College London; International AIDS Vaccine Initiative; National Institute for Health and Care Research; Gilead Sciences","keywords":"Cart; Seroconversion; Medicine; Viral load; Cohort; Antiretroviral therapy; Internal medicine; Immunology; Proportional hazards model; Human immunodeficiency virus (HIV)","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":[0.001432133,0.0002620924,0.0003175542,0.0006249237,0.0002804266,0.0006984946,0.0004834929,0.0006142137,0.001501711],"category_scores_gemma":[0.007005171,0.0002871959,0.0004852939,0.0008765904,0.0002404743,0.0005627324,0.0004061382,0.0009631554,0.0002138476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003220245,"about_ca_system_score_gemma":0.0004566681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005088735,"about_ca_topic_score_gemma":0.005741369,"domain_scores_codex":[0.9993016,0.0001933621,0.00009945457,0.0001828606,0.0001028907,0.000119862],"domain_scores_gemma":[0.9932534,0.002520676,0.002953784,0.0004199743,0.0002990833,0.0005530981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001234043,0.000009123715,0.9990925,0.000003515963,0.00002173658,0.00001535723,0.00001287081,0.0001288361,0.00003681675,0.0000060135,0.00004019089,0.0005097142],"study_design_scores_gemma":[0.000005754071,0.00007128179,0.9985939,0.000005659291,0.00001718702,0.00008112936,0.00004038706,0.001064236,0.00003570072,0.00001543083,0.00006651789,0.000002754727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992201,0.0001753124,0.00007037783,0.00003227988,0.000003289766,0.000004130847,0.0003620366,0.000004092029,0.0001283322],"genre_scores_gemma":[0.9994621,0.00002660316,0.00006341211,0.000007020657,0.000005431604,0.000003188088,0.0003818092,0.000001832122,0.00004866313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005088735,"threshold_uncertainty_score":0.01011825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117184469610804,"score_gpt":0.2414561629682545,"score_spread":0.2302843182721465,"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."}}