{"id":"W2108687073","doi":"10.1136/thoraxjnl-2012-203086","title":"Incremental value of T-SPOT.<i>TB</i>for diagnosis of active pulmonary tuberculosis in children in a high-burden setting: a multivariable analysis","year":2013,"lang":"en","type":"article","venue":"Thorax","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canadian Institutes of Health Research; National Institutes of Health; Fonds de Recherche du Québec - Santé; Medical Research Council; Canadian Thoracic Society; European and Developing Countries Clinical Trials Partnership; Wellcome Trust","keywords":"Medicine; Interferon gamma release assay; Tuberculosis; Tuberculin; Receiver operating characteristic; Internal medicine; Malaise; Asthma; Confidence interval; Pediatrics; Surgery; Mycobacterium tuberculosis; Latent tuberculosis; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001040697,0.0002084581,0.001101822,0.0009412172,0.00002824676,0.000005234659,0.0002027006,0.0001947685,0.0003956329],"category_scores_gemma":[0.001156339,0.000179642,0.0002705187,0.001351808,0.0001294323,0.000155981,0.0001431306,0.0002966285,0.00001235113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000194099,"about_ca_system_score_gemma":0.0000894383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06471887,"about_ca_topic_score_gemma":0.0002319224,"domain_scores_codex":[0.9975498,0.0003888314,0.0007785263,0.0004324392,0.0002961908,0.0005541666],"domain_scores_gemma":[0.9982253,0.0008546101,0.0002050204,0.00039221,0.0001542297,0.0001686346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005127447,0.0006492162,0.9642774,0.0001121517,0.001110941,0.000006909515,0.0003622367,0.0006252379,0.02490664,0.0001017324,0.0005645975,0.006770203],"study_design_scores_gemma":[0.001605613,0.0003201554,0.9625754,0.0001365266,0.0004228639,0.000007839091,0.0003832245,0.01109739,0.0228882,0.0003974695,0.00001998047,0.0001453274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947945,0.0002272586,0.00002957899,0.002745623,0.000014863,0.001578059,0.0001501736,0.00001526557,0.0004447127],"genre_scores_gemma":[0.9953389,0.0001940548,0.003229138,0.0001836265,0.00006507619,0.0006779421,0.0002355384,0.00002397335,0.00005170441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06448695,"threshold_uncertainty_score":0.9415092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394214551696411,"score_gpt":0.3117385324217357,"score_spread":0.2977963869047716,"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."}}