{"id":"W2100473102","doi":"10.1183/09031936.00098509","title":"Predictive value for progression to tuberculosis by IGRA and TST in immigrant contacts","year":2009,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Universiteit Leiden","keywords":"Medicine; Tuberculin; Tuberculosis; Interferon γ; Predictive value; Internal medicine; Sputum; Gastroenterology; Interferon gamma; Pathology; Cytokine","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":[],"consensus_categories":[],"category_scores_codex":[0.002560387,0.0001948352,0.0004056986,0.0002955202,0.0001670992,0.00005135696,0.0001336508,0.00006977397,0.00001957097],"category_scores_gemma":[0.001325322,0.0001439078,0.0001093958,0.0001801333,0.00006052535,0.0001269966,0.00004252744,0.000585872,0.00002552993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000120816,"about_ca_system_score_gemma":0.00008292627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007939673,"about_ca_topic_score_gemma":0.000004968628,"domain_scores_codex":[0.9975042,0.0007426598,0.0005350122,0.0003486979,0.0002903077,0.0005791177],"domain_scores_gemma":[0.9985902,0.0001617455,0.0001098905,0.0001910609,0.000145661,0.0008014778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.009158104,0.001078174,0.1541955,0.0001197433,0.0002572926,0.001813073,0.002005385,0.00008823696,0.2869709,0.0002886651,0.2974828,0.2465421],"study_design_scores_gemma":[0.004948437,0.009468961,0.7971727,0.0005689468,0.00004632286,0.0004391299,0.000199766,0.0001583122,0.002667311,0.00008605851,0.1840022,0.0002417852],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827317,0.00382951,0.0005171659,0.008273961,0.00009646909,0.0008900817,0.000025871,0.00003680478,0.003598425],"genre_scores_gemma":[0.9856706,0.0002698053,0.0008987666,0.01255574,0.0004659009,0.00001479092,0.000007732282,0.00003474574,0.00008195921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6429773,"threshold_uncertainty_score":0.586839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02602516951604559,"score_gpt":0.3421350273106509,"score_spread":0.3161098577946053,"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."}}