{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007951754,0.0004545808,0.0003635253,0.0009418036,0.0003110956,0.0005045999,0.0003951534,0.0008185991,0.001276175],"category_scores_gemma":[0.01190458,0.0002195643,0.0003583164,0.0002931623,0.0004291915,0.000332097,0.0005183724,0.0006267641,0.0002137905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001860447,"about_ca_system_score_gemma":0.0001669017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002603559,"about_ca_topic_score_gemma":0.001737737,"domain_scores_codex":[0.9993857,0.0002722198,0.00005346015,0.00007450553,0.0001219508,0.00009204822],"domain_scores_gemma":[0.995567,0.002220834,0.0009846173,0.0001398639,0.0002925609,0.000795125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002104795,0.00002929846,0.9965681,0.000006095822,0.00001367998,0.0003829294,0.00009856698,0.0001566842,0.0001751727,0.00002118653,0.00007796204,0.002259878],"study_design_scores_gemma":[0.00003361994,0.0003900313,0.9899374,0.00002950831,0.00005061363,0.005088728,0.0003925204,0.003342445,0.0003044982,0.0001200263,0.00029882,0.00001177684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999252,0.0002265017,0.00003664341,0.00004197603,0.000004970903,0.000003387958,0.00002802245,0.000004327288,0.0004020728],"genre_scores_gemma":[0.9997664,0.00004992349,0.00006482149,0.00001421577,0.000009649651,0.000003712623,0.00004267504,7.683279e-7,0.00004774553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002603559,"threshold_uncertainty_score":0.005176783,"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."}}