{"id":"W4251109830","doi":"10.1128/9781555819569.ch17","title":"Latent<i>Mycobacterium tuberculosis</i>Infection and Interferon-Gamma Release Assays","year":2017,"lang":"en","type":"book-chapter","venue":"ASM Press eBooks","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mycobacterium tuberculosis; Latent tuberculosis; Microbiology; Tuberculosis; Virology; Interferon gamma release assay; Interferon gamma; Interferon γ; Medicine; Biology; Immunology; Cytokine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005093914,0.0006156973,0.001135885,0.0002292423,0.0002319165,0.0001078199,0.0002090736,0.0009934758,0.0001845259],"category_scores_gemma":[0.0003308725,0.00053136,0.0003589908,0.000002940618,0.0004633471,0.0001086303,0.000437514,0.001421313,0.0001615428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001374697,"about_ca_system_score_gemma":0.0001100797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00150945,"about_ca_topic_score_gemma":0.0001719382,"domain_scores_codex":[0.9973531,0.0001138416,0.0005980097,0.0008889766,0.0003788465,0.0006672445],"domain_scores_gemma":[0.9973432,0.0001939006,0.0003507884,0.001256413,0.000223121,0.0006325451],"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":[0.00781347,0.0003850356,0.009508782,0.007528618,0.009355482,0.003452602,0.0009419282,0.000004133106,0.01634255,0.1427108,0.3137444,0.4882122],"study_design_scores_gemma":[0.001540339,0.001006271,0.004591552,0.001272612,0.0007650832,0.0006383326,0.000001208495,0.00009690491,0.001250088,0.002845585,0.9853462,0.0006458105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004392124,0.001765016,0.00002990312,0.0007622902,0.0006166345,0.0009707764,0.0000910805,0.0001923956,0.9911798],"genre_scores_gemma":[0.0747522,0.006566173,0.00009462853,0.0007308857,0.001221048,0.0001198596,0.0002222665,0.0001893487,0.9161036],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6716018,"threshold_uncertainty_score":0.9997138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04945020114497972,"score_gpt":0.3075977460198234,"score_spread":0.2581475448748437,"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."}}