{"id":"W2999811208","doi":"10.1172/jci128459","title":"Capsular glycan recognition provides antibody-mediated immunity against tuberculosis","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Investigation","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Glycomics Centre; University of Alberta","funders":"National Center for Advancing Translational Sciences; Alberta Glycomics Centre; Canadian Glycomics Network; National Institutes of Health; National Cancer Institute; National Institute of Allergy and Infectious Diseases; Bill and Melinda Gates Foundation","keywords":"Tuberculosis; Mycobacterium tuberculosis; Immunology; Glycan; Epitope; Antigen; Antibody; Immune system; Vaccination; Immunity; Latent tuberculosis; Tuberculosis vaccines; Biology; Virology; Medicine; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003538469,0.0001534319,0.0008578631,0.000134096,0.00007459626,0.00002495219,0.0001536192,0.0002943151,0.0000881594],"category_scores_gemma":[0.05024945,0.0001168091,0.0004141456,0.000393888,0.0003367254,0.0003334421,0.00004440921,0.001388306,0.0001204396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005426496,"about_ca_system_score_gemma":0.0005444438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005230219,"about_ca_topic_score_gemma":0.000005581366,"domain_scores_codex":[0.9957937,0.001142776,0.002088642,0.0002132579,0.000488022,0.0002736296],"domain_scores_gemma":[0.9954236,0.001400034,0.000951261,0.0001815156,0.0008614009,0.001182176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002718898,0.0005567778,0.6777613,0.0004144608,0.0009260234,0.0003116492,0.0005659657,0.00005630446,0.2187342,0.0000424028,0.032513,0.06539909],"study_design_scores_gemma":[0.007119985,0.006905501,0.938677,0.000823074,0.0005405439,0.0001952429,0.0004079882,0.01375445,0.01296245,0.002553842,0.01568644,0.0003734934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9272961,0.0002816347,0.0001784088,0.07136586,0.000219336,0.0002442754,0.00001227788,0.00003113044,0.0003709805],"genre_scores_gemma":[0.9707937,0.001937423,0.003341919,0.02217832,0.00146531,0.000003499167,0.0002465306,0.00002124803,0.00001200643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2609157,"threshold_uncertainty_score":0.9577507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.163707913245924,"score_gpt":0.4256513572231659,"score_spread":0.261943443977242,"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."}}