{"id":"W3020739342","doi":"10.2139/ssrn.3539684","title":"Detection of <i>M. tuberculosis</i> DNA in CD34-Positive Peripheral Blood Mononuclear Cells of Asymptomatic TB Contacts","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity; Trinity College","funders":"","keywords":"Peripheral blood mononuclear cell; Asymptomatic; Peripheral blood; Tuberculosis; Medicine; Peripheral; Immunology; Virology; Internal medicine; Biology; Pathology; Genetics; In vitro","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001314652,0.0001505466,0.0001177985,0.0005721342,0.0002745191,0.0003290517,0.0001601237,0.0004640151,0.002711236],"category_scores_gemma":[0.0008255439,0.0001285303,0.00006132868,0.0002378345,0.0001891111,0.0001371148,0.0001303244,0.0001751261,0.0003759724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008756777,"about_ca_system_score_gemma":0.00009482425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00157827,"about_ca_topic_score_gemma":0.001069953,"domain_scores_codex":[0.9998503,0.00002287971,0.00001404466,0.00003994485,0.00003371938,0.00003909253],"domain_scores_gemma":[0.9997876,0.00008147042,0.00004121615,0.00001234629,0.00003173083,0.00004562094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001335479,0.0002494295,0.7361034,0.0001442034,0.00002791608,0.004964316,0.001963038,0.0001335272,0.2314341,0.000219976,0.0009874421,0.02243709],"study_design_scores_gemma":[0.00004598251,0.0009552368,0.9466293,0.00006222382,0.00006496062,0.01117554,0.001264215,0.00116927,0.0360821,0.0002292301,0.002310788,0.00001102361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981446,0.0001614334,0.0002750562,0.00004367957,0.000009251804,0.0000205335,0.0001819349,0.00001761398,0.001145876],"genre_scores_gemma":[0.9987693,0.0000669531,0.0003677458,0.0000587889,0.00001140298,0.00001284253,0.0001116903,0.000002858476,0.0005983318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002711236,"threshold_uncertainty_score":0.009069979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009302280791995129,"score_gpt":0.2519702942581386,"score_spread":0.2426680134661435,"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."}}