{"id":"W2540385479","doi":"10.1128/microbiolspec.tbtb2-0023-2016","title":"Latent <i>Mycobacterium tuberculosis</i> Infection and Interferon-Gamma Release Assays","year":2016,"lang":"en","type":"review","venue":"Microbiology Spectrum","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Latent tuberculosis; Tuberculosis; Mycobacterium tuberculosis; Immunology; Tuberculin; Medicine; Disease; Immune system; Tuberculosis diagnosis; QuantiFERON; Concordance; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007313539,0.0007892092,0.003131445,0.0005568883,0.0001271214,0.00002765604,0.0001883974,0.001365835,0.0006902845],"category_scores_gemma":[0.0003533201,0.0005007929,0.0007543411,0.000236053,0.0005027082,0.00007747734,0.0003902515,0.00130149,0.001716702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000512916,"about_ca_system_score_gemma":0.0002761377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001757742,"about_ca_topic_score_gemma":0.0001041593,"domain_scores_codex":[0.9956531,0.0009067846,0.00102661,0.001158909,0.00007511846,0.001179493],"domain_scores_gemma":[0.9979343,0.0004467157,0.0003398871,0.0007627522,0.00006566671,0.0004506769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004163515,0.0003278651,0.002966558,0.01742869,0.002752393,0.0003506562,0.00002648115,4.506714e-8,0.005342213,0.0003786015,0.06267252,0.9073376],"study_design_scores_gemma":[0.000680708,0.0009830794,0.0003049115,0.006605152,0.0008026239,0.006344781,9.561688e-7,8.393513e-7,0.0001054742,0.00006613682,0.9836398,0.0004655352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001233186,0.9915594,0.00004344581,0.003701241,0.0008210862,0.001187818,0.0002685732,0.0001717524,0.001013452],"genre_scores_gemma":[0.0003733721,0.9953385,0.00005428028,0.0007828627,0.0008612853,0.0001484253,0.0008610378,0.0001068535,0.001473373],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9209673,"threshold_uncertainty_score":0.9999306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02868893140866478,"score_gpt":0.3212915164341302,"score_spread":0.2926025850254654,"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."}}