{"id":"W1988661073","doi":"10.1155/2012/937013","title":"Inaccuracy of Death Certificate Diagnosis of Tuberculosis and Potential Underdiagnosis of TB in a Region of High HIV Prevalence","year":2012,"lang":"en","type":"article","venue":"Clinical and Developmental Immunology","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Tuberculosis; Death certificate; Cohort; Incidence (geometry); Retrospective cohort study; Human immunodeficiency virus (HIV); Coinfection; Cohort study; Mortality rate; Population; Cause of death; Internal medicine; Pediatrics; Virology; Pathology; Environmental health; Disease","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":[0.0008017899,0.0001398477,0.0009856386,0.0002038543,0.00002081,0.000001096751,0.000108229,0.0002699929,0.00006283367],"category_scores_gemma":[0.002010284,0.0001123742,0.000109755,0.0001924817,0.00110338,0.0001007299,0.0002618966,0.0002418185,0.000002628698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002618597,"about_ca_system_score_gemma":0.00008345602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005502349,"about_ca_topic_score_gemma":0.00001243171,"domain_scores_codex":[0.9976021,0.0003473908,0.001343419,0.0002628347,0.000127347,0.0003168983],"domain_scores_gemma":[0.9976224,0.001626885,0.0003276088,0.0001866521,0.0001115162,0.0001249849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009556492,0.001039978,0.9761062,0.0004910852,0.0002685679,0.00000693392,0.0002313896,3.363562e-7,0.004008482,0.000454263,0.0001802346,0.01625686],"study_design_scores_gemma":[0.001830742,0.000688431,0.9785029,0.0003215225,0.00009460691,0.0000928256,0.0002519563,0.00001068653,0.01762483,0.0004216025,0.00007214906,0.00008771288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932863,0.004669676,0.00002493055,0.001554466,0.00008530307,0.0002688881,0.00001773553,0.000005099351,0.00008759893],"genre_scores_gemma":[0.9672951,0.03121364,0.001288803,0.0001018361,0.00001778148,0.00003621187,0.0000143067,0.000008840043,0.00002350137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02654397,"threshold_uncertainty_score":0.4582485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214491518993745,"score_gpt":0.3774704002784371,"score_spread":0.2560212483790626,"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."}}