{"id":"W2548151814","doi":"10.1186/s40249-016-0202-1","title":"Predictors of mortality in a cohort of tuberculosis/HIV co-infected patients in Southwest Ethiopia","year":2016,"lang":"en","type":"article","venue":"Infectious Diseases of Poverty","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Jimma University","keywords":"Medicine; Tuberculosis; Human immunodeficiency virus (HIV); Tropical medicine; Cohort; Public health; Cohort study; Epidemiology; Internal medicine; Demography; Environmental health; Virology; 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":[0.0004281356,0.0002594485,0.0002957518,0.0006086584,0.0006240083,0.0006920776,0.0002389879,0.0002808499,0.001083833],"category_scores_gemma":[0.0009194437,0.000291449,0.0002605799,0.0005931796,0.0001533154,0.000263288,0.0003351283,0.0004608793,0.0001719212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003117604,"about_ca_system_score_gemma":0.0004619989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004756206,"about_ca_topic_score_gemma":0.004898644,"domain_scores_codex":[0.9997776,0.00005776079,0.00002905603,0.00004461625,0.00002876263,0.00006223076],"domain_scores_gemma":[0.9994861,0.00006132203,0.0002047634,0.00003110872,0.00006593001,0.0001507834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003928657,0.00001594775,0.9992694,0.000003830111,0.000009339629,0.0001424915,0.00005826685,0.00001536058,0.00009148461,0.000004977508,0.00005163998,0.0002979178],"study_design_scores_gemma":[0.000007102539,0.00009690358,0.9975964,0.0000160776,0.00002013856,0.0009904907,0.0008170858,0.0001851891,0.00006835695,0.00001721158,0.0001812107,0.000003757456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996004,0.00008568382,0.00002428352,0.00002916369,0.000003455157,0.000004278186,0.0001566428,9.707601e-7,0.00009519658],"genre_scores_gemma":[0.9996951,0.00006329354,0.00004114545,0.00001625686,0.000004448907,0.000005488279,0.0001185,5.067458e-7,0.00005529254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004756206,"threshold_uncertainty_score":0.009457052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118946489214992,"score_gpt":0.3010675756434873,"score_spread":0.2891729267219881,"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."}}