{"id":"W2275037285","doi":"10.6000/1929-6029.2016.05.01.7","title":"Higher Performance of QuantiFERON TB Compared to Tuberculin Skin Test in Latent Tuberculosis Infection Prospective Diagnosis","year":2016,"lang":"en","type":"article","venue":"International Journal of Statistics in Medical Research","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tuberculin; Latent tuberculosis; QuantiFERON; Tuberculosis; Internal medicine; Skin test; Gastroenterology; Immunology; Mycobacterium tuberculosis; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01053085,0.0006002316,0.0004565491,0.001215411,0.0003838004,0.001414984,0.0005056584,0.0006697014,0.002237325],"category_scores_gemma":[0.02360101,0.0003109886,0.0006495614,0.0007400178,0.0005491391,0.0008001884,0.0007181102,0.0007325009,0.0009489192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002824945,"about_ca_system_score_gemma":0.000353383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007207498,"about_ca_topic_score_gemma":0.0005093621,"domain_scores_codex":[0.994603,0.002570026,0.0005614382,0.0009375254,0.0009853848,0.0003426241],"domain_scores_gemma":[0.9776382,0.01421355,0.004216812,0.00132939,0.001692969,0.0009091226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003310782,0.00004586672,0.995226,0.00003245986,0.00005273058,0.00005719779,0.00009429683,0.000133274,0.0005734239,0.00002316538,0.00006727225,0.003363223],"study_design_scores_gemma":[0.00002560336,0.00105018,0.9923708,0.00005114614,0.0001368487,0.001392419,0.0002775539,0.002180706,0.001725936,0.0001334656,0.0006379025,0.0000174713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953164,0.001618403,0.000979868,0.00007744037,0.00007444713,0.00002207577,0.0001732611,0.00002873808,0.001709389],"genre_scores_gemma":[0.999368,0.00009945949,0.0002536623,0.00001381872,0.00002591991,0.000004441124,0.0001111866,0.000003382188,0.0001199173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01053085,"threshold_uncertainty_score":0.05569309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0681591330856294,"score_gpt":0.4453550484765613,"score_spread":0.3771959153909319,"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."}}