{"id":"W4389583404","doi":"10.2139/ssrn.4657440","title":"Detection of M. Tuberculosis DNA in TB Contacts’ PBMC Does Not Associate with Blood RNA Signatures for Incipient Tuberculosis","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Tuberculosis; Peripheral blood mononuclear cell; Virology; Medicine; Immunology; Biology; Genetics; Pathology; 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":[0.0005229849,0.0003559016,0.0005277271,0.0005595559,0.0003443945,0.001162255,0.0003252349,0.001205606,0.005403173],"category_scores_gemma":[0.005531048,0.0003279496,0.0002178745,0.0003958196,0.0004022737,0.0004025516,0.0003063351,0.0006728288,0.001853058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130528,"about_ca_system_score_gemma":0.0001066671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003436473,"about_ca_topic_score_gemma":0.0002927442,"domain_scores_codex":[0.9992704,0.0001679525,0.00006332834,0.0002158397,0.0001310563,0.0001513827],"domain_scores_gemma":[0.9969296,0.001443824,0.0007321222,0.000390129,0.0002551195,0.000249256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001445706,0.000251351,0.9326397,0.0001178277,0.00009736671,0.001072928,0.0009257832,0.0000940173,0.05123259,0.000114861,0.0006346438,0.01137325],"study_design_scores_gemma":[0.00001724853,0.0004702079,0.9845653,0.00002922222,0.00008760412,0.003925357,0.0006477094,0.0004377287,0.008374196,0.0002969562,0.001141266,0.00000708947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974409,0.0003497308,0.0003205947,0.00007999465,0.00003570683,0.00000529593,0.0001768336,0.00001220603,0.001578755],"genre_scores_gemma":[0.9989976,0.00006272288,0.0001268651,0.00006062254,0.00004837387,0.000004553625,0.0001683703,0.000009084839,0.0005218072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005403173,"threshold_uncertainty_score":0.01807535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917740970087115,"score_gpt":0.3000192614569922,"score_spread":0.280841851756121,"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."}}