{"id":"W2151352241","doi":"10.1016/j.tube.2012.03.008","title":"A novel assay detecting recall response to Mycobacterium tuberculosis: Comparison with existing assays","year":2012,"lang":"en","type":"article","venue":"Tuberculosis","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"New South Wales Government; University of New South Wales; Australian Government","keywords":"Tuberculin; Medicine; Tuberculosis; Isoniazid; Kappa; QuantiFERON; Mycobacterium tuberculosis; Latent tuberculosis; Immunology; Internal medicine; IL-2 receptor; Immune system; Pathology; T cell; Mathematics","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006624287,0.0006715834,0.001386913,0.0006382077,0.0004142273,0.00008718537,0.000328301,0.0004175656,0.0003403111],"category_scores_gemma":[0.007696537,0.0005339356,0.0003257926,0.001276841,0.0001664594,0.0004190881,0.0003094217,0.001177383,0.0008021929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00068112,"about_ca_system_score_gemma":0.0001781189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008288245,"about_ca_topic_score_gemma":0.0001347587,"domain_scores_codex":[0.9935039,0.001132963,0.001069541,0.0009394057,0.0009692111,0.002385027],"domain_scores_gemma":[0.9938809,0.002369253,0.0002334089,0.001125339,0.0004319745,0.001959102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009032353,0.001314597,0.4886828,0.0003303711,0.0009364985,0.00005421812,0.003070038,0.0001133706,0.4728432,0.0001159559,0.007105907,0.0164007],"study_design_scores_gemma":[0.003950872,0.003158532,0.8875533,0.001087472,0.0008930188,0.00185359,0.001682421,0.002367396,0.03380447,0.00001268339,0.06213136,0.001504837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691355,0.0006523095,0.004437089,0.013606,0.0003395294,0.001182976,0.00004080753,0.0004460327,0.01015979],"genre_scores_gemma":[0.9695742,0.00004074916,0.02434674,0.004058021,0.000884434,0.0003488819,0.0000440466,0.0001574427,0.0005454411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4390388,"threshold_uncertainty_score":0.9999758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0640794301486986,"score_gpt":0.3522913528720888,"score_spread":0.2882119227233902,"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."}}