{"id":"W4241388592","doi":"10.1093/cid/ciw778","title":"Official American Thoracic Society/Infectious Diseases Society of America/Centers for Disease Control and Prevention Clinical Practice Guidelines: Diagnosis of Tuberculosis in Adults and Children","year":2017,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":766,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institutes of Health","keywords":"Medicine; Tuberculosis; Latent tuberculosis; Disease; Mycobacterium tuberculosis; Intensive care medicine; Infectious disease (medical specialty); Context (archaeology); Tuberculosis diagnosis; Family medicine; Pediatrics; 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":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001440589,0.0003507581,0.001762784,0.00009285742,0.0002731321,0.0000469357,0.0001907781,0.000212684,0.00001322118],"category_scores_gemma":[0.04638205,0.000302893,0.001519443,0.0001778278,0.002861434,0.0003297136,0.0002184767,0.0004174569,0.00000188802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006441883,"about_ca_system_score_gemma":0.0003853859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00127242,"about_ca_topic_score_gemma":0.0001158236,"domain_scores_codex":[0.9953335,0.0007896649,0.002105481,0.0009019685,0.0003485107,0.0005208619],"domain_scores_gemma":[0.9897497,0.006111062,0.001522691,0.0007306802,0.0008891401,0.0009967863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002861659,0.003368625,0.8079334,0.0004760747,0.001045752,0.000004589956,0.00002740938,0.00001417214,0.00000227095,0.00001104487,0.007870844,0.1763841],"study_design_scores_gemma":[0.008420751,0.003410449,0.9793235,0.000597441,0.002122237,0.000007286323,0.0001719688,0.004550744,0.000001719151,0.0003327436,0.0008047626,0.0002564059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838052,0.003320815,0.001271227,0.008421533,0.0002068674,0.002006727,0.0008736653,0.00007072036,0.00002327458],"genre_scores_gemma":[0.9562491,0.03747183,0.0007681578,0.004281452,0.0006787585,0.0003545839,0.0001439433,0.00004412049,0.0000080162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1761277,"threshold_uncertainty_score":0.9999423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06010555703468135,"score_gpt":0.4822949682567594,"score_spread":0.4221894112220781,"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."}}