{"id":"W1813244208","doi":"10.1016/s2352-3018(15)00112-5","title":"Effect of baseline CD4 cell count at linkage to HIV care and at initiation of antiretroviral therapy on mortality in HIV-positive adult patients in Rwanda: a nationwide cohort study","year":2015,"lang":"en","type":"article","venue":"The Lancet HIV","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of British Columbia","funders":"U.S. President’s Emergency Plan for AIDS Relief; World Health Organization; Global Fund to Fight AIDS, Tuberculosis and Malaria; Bill and Melinda Gates Foundation","keywords":"Medicine; Hazard ratio; Proportional hazards model; Antiretroviral therapy; Linkage (software); Cohort; Cohort study; Human immunodeficiency virus (HIV); Viral load; Record linkage; Demography; Internal medicine; Immunology; Population; Confidence interval; Environmental health","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":[0.00073846,0.0001195038,0.0003644717,0.00008724353,0.0000452487,0.000003346233,0.00009947031,0.00006412021,0.0000157298],"category_scores_gemma":[0.000140023,0.00007634364,0.00002567727,0.0001166789,0.00007225286,0.00003289937,0.00007364085,0.0001337963,0.00006303858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001835524,"about_ca_system_score_gemma":0.00003171757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006098513,"about_ca_topic_score_gemma":0.001326733,"domain_scores_codex":[0.9983615,0.0009221514,0.0002248975,0.0001937027,0.000108165,0.0001895929],"domain_scores_gemma":[0.9992269,0.0002982764,0.00009120607,0.0002168531,0.0001448774,0.00002187738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003413689,0.0004355839,0.9872103,0.00002814252,0.00006623649,0.000006262258,0.005879879,0.00002077567,0.001963439,0.000004692664,0.000416321,0.000554653],"study_design_scores_gemma":[0.01067164,0.003905618,0.9376648,0.00004612733,0.000018675,4.179165e-7,0.0002059504,0.000008349773,0.0473657,0.000002559849,0.00004972179,0.00006045442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968163,0.0002917075,0.000002145314,0.00006623384,0.00003986164,0.001332371,0.0008916428,0.000006859336,0.0005528352],"genre_scores_gemma":[0.998695,0.00009561704,0.000004613193,0.00005283256,0.00001161367,0.00008018348,0.0009570735,0.000006868941,0.00009625555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04954553,"threshold_uncertainty_score":0.3113203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471947803870605,"score_gpt":0.2906106974498687,"score_spread":0.2758912194111626,"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."}}