{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005167662,0.0008348256,0.001557827,0.0006213557,0.0002455024,0.0001418273,0.0002351321,0.000486853,0.0009187795],"category_scores_gemma":[0.001483654,0.0007664571,0.0004662875,0.001334383,0.0003276243,0.0005032151,0.0003745179,0.001174922,0.0003938615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003634977,"about_ca_system_score_gemma":0.000159697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005970859,"about_ca_topic_score_gemma":0.0002561813,"domain_scores_codex":[0.9943509,0.0006204647,0.001215887,0.001632648,0.0007691475,0.001410981],"domain_scores_gemma":[0.9957626,0.0003444013,0.0002231527,0.0007788002,0.0002657973,0.002625209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002151444,0.0007884649,0.9308615,0.001203405,0.0006816236,0.000429322,0.0006270097,0.0003323132,0.04573571,0.0002073351,0.009956772,0.007025149],"study_design_scores_gemma":[0.003252134,0.0004717273,0.9780176,0.0004206267,0.0003320168,0.00008582386,0.00008717216,0.01029393,0.001473541,0.0002025126,0.004623185,0.0007397904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480353,0.001522429,0.0001536812,0.04764314,0.0002535837,0.001229193,0.0002241597,0.0003569448,0.0005815621],"genre_scores_gemma":[0.9876826,0.005265367,0.0002124241,0.005565597,0.0005642945,0.0002181984,0.0002608076,0.0001443682,0.00008630486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04715609,"threshold_uncertainty_score":0.9999945,"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."}}