{"id":"W2386280628","doi":"10.1093/cid/ciw146","title":"Effects of CD4 Cell Counts and Viral Load Testing on Mortality Rates in Patients With HIV Infection Receiving Antiretroviral Treatment: An Observational Cohort Study in Rural Southwest China","year":2016,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Medicine; Viral load; Mortality rate; Cohort; Antiretroviral therapy; Cohort study; Antiretroviral treatment; Internal medicine; Proportional hazards model; Observational study; Immunology; 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":[0.001953461,0.0005730748,0.0005213751,0.0009713942,0.001223741,0.0007432168,0.0008195321,0.0005936032,0.0007718701],"category_scores_gemma":[0.002927815,0.0005212349,0.0009582694,0.001504247,0.0005660221,0.0005720633,0.0006894824,0.0007566311,0.0001285382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001167471,"about_ca_system_score_gemma":0.001972425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05651077,"about_ca_topic_score_gemma":0.04649517,"domain_scores_codex":[0.9989422,0.0002884243,0.0001135498,0.000282182,0.0001746539,0.0001988948],"domain_scores_gemma":[0.997066,0.0003695464,0.0009617449,0.0004125768,0.0004266608,0.0007634819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005748916,0.00003375185,0.9994386,0.000003863508,0.00004496293,0.00003700777,0.00008118707,0.00001806847,0.00006848337,0.000004543655,0.00002884326,0.0001832228],"study_design_scores_gemma":[0.00001186346,0.00007741611,0.9993008,0.000003464483,0.00003547993,0.00006496772,0.0001989224,0.0002265663,0.00002306577,0.000008483417,0.00004536369,0.000003551742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996696,0.00005707935,0.00004040886,0.00002291862,0.000002439026,0.00001092453,0.0001408198,0.000001162063,0.0000547583],"genre_scores_gemma":[0.999526,0.00004616072,0.00006286496,0.00003550387,0.000005437207,0.00001595701,0.0002519298,0.000001056711,0.00005509146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05651077,"threshold_uncertainty_score":0.1123637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03160552431756378,"score_gpt":0.3290028645434205,"score_spread":0.2973973402258567,"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."}}