{"id":"W3046447525","doi":"10.1016/j.tube.2020.101978","title":"Mycobacterium tuberculosis-specific plasmablast levels are differentially modulated in tuberculosis infection and disease","year":2020,"lang":"en","type":"article","venue":"Tuberculosis","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; MicroResearch","keywords":"ELISPOT; Tuberculosis; Mycobacterium tuberculosis; Immunology; Medicine; Tuberculin; Biomarker; Immune system; Antibody; Latent tuberculosis; T cell; Biology; Pathology","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":[0.0001954604,0.0001528014,0.0002839438,0.0003035551,0.0001391878,0.0003620454,0.0001077453,0.0004033533,0.001678779],"category_scores_gemma":[0.0005353119,0.0001326234,0.00009605138,0.0002230231,0.0001489897,0.0001589446,0.0002478602,0.0003062215,0.0003815777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000110029,"about_ca_system_score_gemma":0.0000577104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001698564,"about_ca_topic_score_gemma":0.000165358,"domain_scores_codex":[0.9998351,0.00004478725,0.00001286816,0.00003915387,0.0000339835,0.00003400632],"domain_scores_gemma":[0.9997572,0.00006506145,0.00008606633,0.00001402991,0.00003484937,0.00004282778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005858071,0.0001642281,0.4625361,0.0002373948,0.00009854339,0.0007448188,0.0007473839,0.0002291397,0.5051628,0.00007884817,0.0002669255,0.02387573],"study_design_scores_gemma":[0.00001493879,0.0007578079,0.9886381,0.00001354215,0.00003030336,0.0009767701,0.000160067,0.0001368014,0.008566557,0.00004970586,0.0006516646,0.000003860068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985625,0.0007570023,0.0001249755,0.00001645372,0.000002965659,0.000006383169,0.0001511702,0.000007116758,0.0003713412],"genre_scores_gemma":[0.9992211,0.0001587442,0.0001395998,0.00002476578,0.000005874035,0.00001251373,0.0001959146,0.000002821427,0.000238734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001678779,"threshold_uncertainty_score":0.005616009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03942589354264898,"score_gpt":0.2842617598190785,"score_spread":0.2448358662764295,"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."}}