{"id":"W2276120671","doi":"10.1183/13993003.02033-2015","title":"First independent evaluation of QuantiFERON-TB Plus performance","year":2016,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Tuberculin; Latent tuberculosis; Tuberculosis; QuantiFERON; Mycobacterium tuberculosis; Immunology; Interferon gamma release assay; Interferon γ; Active tuberculosis; Population; Internal medicine; Interferon gamma; Environmental health; Pathology; Immune system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02998101,0.00549868,0.00326854,0.004832759,0.001460435,0.003792832,0.002705119,0.003290336,0.01321587],"category_scores_gemma":[0.02975701,0.00139603,0.001599723,0.002645612,0.001472497,0.002001444,0.002844167,0.002002971,0.01452977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001773876,"about_ca_system_score_gemma":0.001967306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002178378,"about_ca_topic_score_gemma":0.001887233,"domain_scores_codex":[0.9624735,0.009649788,0.002068393,0.01010802,0.01398821,0.001712129],"domain_scores_gemma":[0.9746429,0.00450788,0.002400021,0.004147275,0.01309246,0.001209464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02712148,0.003568452,0.2426968,0.004135787,0.002596951,0.0004399348,0.002871768,0.003303584,0.1984027,0.00587587,0.06357615,0.4454105],"study_design_scores_gemma":[0.00238862,0.02568727,0.3720568,0.001585816,0.002929938,0.007689429,0.0009761079,0.04293922,0.3138573,0.005541677,0.223341,0.00100675],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4502745,0.03274498,0.3155652,0.00266497,0.008025529,0.01997967,0.03133199,0.03010328,0.1093099],"genre_scores_gemma":[0.8160887,0.00237855,0.1253831,0.002507291,0.001660832,0.007076706,0.0124388,0.001855176,0.03061077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02998101,"threshold_uncertainty_score":0.1585566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1351818687318172,"score_gpt":0.360527298862991,"score_spread":0.2253454301311738,"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."}}