{"id":"W2103238811","doi":"10.1373/clinchem.2012.201178","title":"Interferon γ–Release Assays for Diagnosis of Latent Tuberculosis in Healthcare Workers in Low-Incidence Settings: Pros and Cons","year":2013,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Tuberculin; Medicine; Latent tuberculosis; Incidence (geometry); Tuberculosis; Interferon γ; Interferon gamma release assay; Health care; Tuberculosis diagnosis; Intensive care medicine; Immunology; Internal medicine; Interferon gamma; Mycobacterium tuberculosis; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001316036,0.0001511003,0.0006983686,0.00004715035,0.00001921203,0.000007877798,0.0001167968,0.0003593001,0.00008047691],"category_scores_gemma":[0.01008799,0.0001289293,0.0001430113,0.0001506299,0.0003111298,0.00005676354,0.0001084037,0.0006534423,0.000008970168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001081243,"about_ca_system_score_gemma":0.000182367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008988837,"about_ca_topic_score_gemma":0.0001114746,"domain_scores_codex":[0.9977285,0.0001342455,0.001043197,0.000460753,0.000135484,0.00049785],"domain_scores_gemma":[0.9963993,0.002576733,0.0001461395,0.0002885958,0.000149572,0.0004395904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003390198,0.0003338505,0.9875585,0.001461565,0.0000306281,0.0000142932,0.00002988496,0.0000027205,0.0006802895,0.00000256582,0.004314539,0.005232148],"study_design_scores_gemma":[0.002952354,0.0005876404,0.9820078,0.002291421,0.00003119825,0.00001581433,0.0002412147,0.002259043,0.009016192,0.0002803965,0.0001369768,0.00017997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578269,0.000611057,0.000004289271,0.04060232,0.00003180827,0.0008230002,0.00001956254,0.00001508011,0.00006597582],"genre_scores_gemma":[0.9962415,0.0009346305,0.0003772827,0.001624908,0.00008071876,0.0006251405,0.00003329475,0.00001612904,0.00006645983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03897741,"threshold_uncertainty_score":0.9982505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04564407269253157,"score_gpt":0.3930505452795288,"score_spread":0.3474064725869973,"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."}}