{"id":"W2531377540","doi":"10.1093/aje/kww094","title":"Diagnostic Test Accuracy in Childhood Pulmonary Tuberculosis: A Bayesian Latent Class Analysis","year":2016,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health; Canadian Institutes of Health Research; South African Medical Research Council","keywords":"Medicine; Tuberculin; Tuberculosis; Internal medicine; Confidence interval; Latent class model; Mycobacterium tuberculosis; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09278601,0.001237005,0.002278218,0.004237833,0.0009906947,0.002841891,0.002547109,0.002113909,0.001347699],"category_scores_gemma":[0.1486778,0.001064877,0.003994571,0.002105663,0.002247937,0.002326249,0.002293722,0.002733931,0.000319449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001678808,"about_ca_system_score_gemma":0.001247777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008342206,"about_ca_topic_score_gemma":0.004494676,"domain_scores_codex":[0.9397922,0.05073418,0.001800471,0.003356539,0.003345829,0.0009707924],"domain_scores_gemma":[0.779649,0.195607,0.01370523,0.006081224,0.003764635,0.001192938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002747066,0.0003328486,0.7668828,0.0003366801,0.004298689,0.0002949114,0.0008072215,0.1525344,0.0009192097,0.00633025,0.001328811,0.06318706],"study_design_scores_gemma":[0.0001324151,0.000486278,0.0939918,0.0002068052,0.0009558892,0.0003907568,0.0001781593,0.8864689,0.0005228029,0.01572865,0.0008138469,0.0001237449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7643238,0.004697646,0.224769,0.00189934,0.00007380218,0.0003542312,0.001518679,0.0003302971,0.002033192],"genre_scores_gemma":[0.9771287,0.000321031,0.02141443,0.0001135257,0.00004050284,0.00009079264,0.0006928671,0.00003093421,0.0001672021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09278601,"threshold_uncertainty_score":0.4907052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143205491025377,"score_gpt":0.3350081349762996,"score_spread":0.3135760800660458,"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."}}