{"id":"W2112435944","doi":"10.1371/journal.pone.0116268","title":"Broad Adaptive Immune Responses to M. tuberculosis Antigens Precede TST Conversion in Tuberculosis Exposed Household Contacts in a TB-Endemic Setting","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; Infectious Diseases Society of America; Bill and Melinda Gates Foundation; Pfizer; Medical Research Council; National Foundation for Infectious Diseases","keywords":"ELISPOT; Tuberculosis; Immunology; Immune system; Tuberculin; Mycobacterium tuberculosis; Medicine; Multiplex; Antigen; Biology; T cell; Pathology; Bioinformatics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000190089,0.0002096059,0.0002277172,0.0003551026,0.0003630693,0.0004334459,0.0001355204,0.0004339555,0.001864289],"category_scores_gemma":[0.0009523715,0.0001834776,0.0001222077,0.0002315513,0.0002445576,0.0002785122,0.000261363,0.0004254226,0.0002841956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002112282,"about_ca_system_score_gemma":0.0001567936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444323,"about_ca_topic_score_gemma":0.00161202,"domain_scores_codex":[0.999851,0.00002851037,0.00001269803,0.00003785354,0.00002398363,0.00004593573],"domain_scores_gemma":[0.9995319,0.0001100866,0.0001514204,0.00002008009,0.00004900703,0.0001375645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004562071,0.0001896901,0.9889628,0.00003035908,0.00001260482,0.000818279,0.0007095054,0.00004382172,0.005955566,0.00001281199,0.00006839325,0.002740023],"study_design_scores_gemma":[0.00000425409,0.0003701503,0.9974934,0.000007113817,0.0000126729,0.0009688803,0.0005248057,0.0000683274,0.0004372016,0.00001448742,0.00009707504,0.000001776937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996943,0.00007750547,0.00001749947,0.000008714353,0.00000124405,0.00000470058,0.00002186995,0.000001244615,0.0001730834],"genre_scores_gemma":[0.9998236,0.00003151183,0.00002244814,0.000007946494,0.000002849196,0.00000361375,0.0000236903,3.991998e-7,0.00008389053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001864289,"threshold_uncertainty_score":0.006236672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07033526086746252,"score_gpt":0.2912779703727702,"score_spread":0.2209427095053077,"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."}}