{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002510493,0.0002217918,0.0005616594,0.0002131758,0.0001954624,0.000006079446,0.0002795983,0.0001777167,0.00005015915],"category_scores_gemma":[0.0004196617,0.0001531754,0.00009578522,0.0001204114,0.0006328655,0.0002787186,0.0000801733,0.0001876234,0.0000481271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003719743,"about_ca_system_score_gemma":0.00008000304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003962706,"about_ca_topic_score_gemma":0.00001217614,"domain_scores_codex":[0.9986084,0.0001723316,0.000415439,0.0002810645,0.0001876453,0.0003351444],"domain_scores_gemma":[0.9980479,0.0005417303,0.0006807451,0.000427273,0.0002455234,0.00005680973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000195512,0.000437842,0.9057123,0.00007532297,0.0005722796,0.00001672088,0.001263815,0.000004872406,0.08793065,0.000003704158,0.003364688,0.0004222951],"study_design_scores_gemma":[0.007970684,0.003595784,0.7243022,0.0004750039,0.0001389854,0.000001284323,0.0004670797,0.00000770322,0.2628413,0.00000726469,0.0001642394,0.00002856387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948826,0.0006147207,0.00006190237,0.00002335755,0.0002772549,0.0005388117,0.0003223747,0.00002171643,0.003257297],"genre_scores_gemma":[0.9966847,0.000290229,0.00005078848,0.00001423019,0.00002047047,0.00001103523,0.002031129,0.00002041941,0.0008769836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1814101,"threshold_uncertainty_score":0.624631,"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."}}