{"id":"W2725423358","doi":"10.1093/cid/cix357","title":"Plasma Cytokine Predictors of Tuberculosis Recurrence in Antiretroviral-Treated Human Immunodeficiency Virus-infected Individuals from Durban, South Africa","year":2017,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Howard Hughes Medical Institute","keywords":"Medicine; Tuberculosis; Internal medicine; Odds ratio; Immunology; Prospective cohort study; Confidence interval; Cohort; Multivariate analysis; Univariate analysis; Cohort study; Pathology","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":[0.0003857375,0.0003827324,0.0003171693,0.0004262158,0.0004153134,0.0006080437,0.0003201273,0.0003216613,0.00114788],"category_scores_gemma":[0.001662145,0.0002016759,0.0001833019,0.000515745,0.000265226,0.000199632,0.0003061076,0.0005013169,0.0001599552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003214819,"about_ca_system_score_gemma":0.00023265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006766956,"about_ca_topic_score_gemma":0.004581319,"domain_scores_codex":[0.9998136,0.00005892894,0.00002314591,0.00004377569,0.00002829465,0.00003234723],"domain_scores_gemma":[0.9992913,0.0001888375,0.0002791631,0.00004866274,0.00007210815,0.0001200364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003940306,0.00004159871,0.9953179,0.00002906848,0.00005165921,0.0003467028,0.0005028512,0.00004207958,0.001291908,0.00001175116,0.00006901008,0.001901361],"study_design_scores_gemma":[0.00004519266,0.0002706016,0.9970213,0.00002631726,0.00004971676,0.0009295425,0.0009487136,0.000142198,0.0002033172,0.00002192355,0.0003360665,0.000005092418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995276,0.0002237558,0.00002529366,0.00002709383,0.000002987691,0.000006153996,0.00007274942,0.000001232554,0.0001131724],"genre_scores_gemma":[0.9997815,0.00005451665,0.00003268465,0.0000101355,0.000002746428,0.000007625978,0.00005512988,5.790336e-7,0.00005508479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006766956,"threshold_uncertainty_score":0.01345509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0565055699480839,"score_gpt":0.375530337861226,"score_spread":0.319024767913142,"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."}}