{"id":"W3119823993","doi":"10.1164/rccm.202007-2686oc","title":"Antigen-Specific T-Cell Activation Distinguishes between Recent and Remote Tuberculosis Infection","year":2021,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institutes of Health; National Research Foundation; University of Cape Town; Medical Research Council; South African Medical Research Council; National Institute of Allergy and Infectious Diseases; Bill and Melinda Gates Foundation; Carnegie Corporation of New York","keywords":"Medicine; Tuberculosis; QuantiFERON; Mycobacterium tuberculosis; Immunology; Biomarker; Asymptomatic; Human leukocyte antigen; Internal medicine; Disease; Antigen; Latent tuberculosis; Pathology; Biology","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":[0.001465244,0.0003461256,0.0003087399,0.0005332998,0.0001523116,0.0005877297,0.0002467546,0.000390936,0.001278175],"category_scores_gemma":[0.003763312,0.0001581116,0.0001660315,0.0002142263,0.0004298853,0.000419137,0.0003288873,0.0003837036,0.0002818723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000186073,"about_ca_system_score_gemma":0.000186878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004549484,"about_ca_topic_score_gemma":0.0005121832,"domain_scores_codex":[0.9995564,0.0001751203,0.00004422882,0.0001246297,0.00006231984,0.00003736102],"domain_scores_gemma":[0.9983286,0.0006671734,0.0004972741,0.0001338717,0.0001951615,0.0001778936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001028495,0.000108456,0.9527642,0.00008108738,0.0000504653,0.00007266511,0.0001900308,0.0002996154,0.03284112,0.00008278041,0.0001204032,0.01236064],"study_design_scores_gemma":[0.00006064245,0.001714012,0.9760126,0.00008147955,0.00007215343,0.001011846,0.0003507192,0.003338771,0.01632476,0.0003386102,0.0006800114,0.00001429767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998489,0.0004231714,0.0006755237,0.00003081574,0.000009906651,0.0000194651,0.00007271695,0.000007597953,0.0002718552],"genre_scores_gemma":[0.9990665,0.00007043757,0.0006478675,0.00003346689,0.000009851332,0.00001397137,0.00005781458,0.000001297991,0.0000987457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001465244,"threshold_uncertainty_score":0.007749081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04463412134960952,"score_gpt":0.361008961169683,"score_spread":0.3163748398200735,"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."}}