{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004183237,0.0001977814,0.0009181997,0.0004371956,0.00001400065,0.000001754056,0.0001166436,0.0001978667,0.000217913],"category_scores_gemma":[0.003904089,0.0001343182,0.0002449633,0.0004253868,0.0003297493,0.0001207905,0.00007086335,0.0001846742,0.0000106777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000188483,"about_ca_system_score_gemma":0.0002362319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006907122,"about_ca_topic_score_gemma":0.001930625,"domain_scores_codex":[0.9975079,0.0003495821,0.0009475972,0.0003346211,0.0004636855,0.0003966494],"domain_scores_gemma":[0.9981232,0.0005894197,0.0002840957,0.0004630177,0.0002935696,0.0002466569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004734357,0.002272008,0.9932976,0.0003690595,0.0002947861,0.000008812271,0.00007432658,0.00001390713,0.001766908,0.00004787896,0.001002222,0.0003790738],"study_design_scores_gemma":[0.004449249,0.0006717388,0.9928101,0.0003872826,0.000135087,0.000001850355,0.00001512821,0.0000266558,0.001229926,0.0001201092,0.00003551764,0.0001173805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969153,0.0001042183,0.00001250976,0.0001238525,0.00008765829,0.00068857,0.0009471388,0.00003227729,0.001088438],"genre_scores_gemma":[0.9993284,0.0002905913,0.000004898855,0.0001373462,0.00003116512,0.00004844162,0.0001256164,0.00001924196,0.00001423873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004976497,"threshold_uncertainty_score":0.999706,"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."}}