{"id":"W3000503223","doi":"10.1164/rccm.201912-2425ed","title":"Latent Tuberculosis Infection–associated Immunodiagnostic Test Responses as Biomarkers of Incipient Tuberculosis: Fruitful or Futile?","year":2020,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Tuberculosis; Mycobacterium tuberculosis; Latent tuberculosis; Immunology; Virology; Pathology","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":[0.008938111,0.0008177103,0.002141576,0.001190141,0.003337616,0.004872187,0.00207604,0.05830691,0.004624024],"category_scores_gemma":[0.05065062,0.0009154314,0.0009398744,0.001083831,0.00377687,0.004730719,0.00176363,0.0326607,0.00508328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004364423,"about_ca_system_score_gemma":0.005833348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005951966,"about_ca_topic_score_gemma":0.01211431,"domain_scores_codex":[0.9909241,0.004307003,0.001395321,0.0006232198,0.001978567,0.000771895],"domain_scores_gemma":[0.965137,0.02206769,0.001713868,0.0008359974,0.006194059,0.004051411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002409703,0.0001279776,0.008197479,0.0001369408,0.0000532952,0.005251973,0.0003259242,0.0001113215,0.0003512249,0.00594841,0.9487462,0.03050831],"study_design_scores_gemma":[0.0006984402,0.0003266214,0.009347705,0.001493368,0.000186689,0.01172313,0.001696261,0.003953338,0.0007512607,0.04840575,0.9211859,0.0002315454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005773876,0.001160584,0.0001358536,0.9839668,0.01226312,0.000008200953,0.00003955175,0.00001437224,0.001834141],"genre_scores_gemma":[0.008694483,0.001191724,0.0006228784,0.9293329,0.05687382,0.00003510255,0.0000385597,0.00001704391,0.003193424],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05830691,"threshold_uncertainty_score":0.04726988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03605706077747781,"score_gpt":0.3522768989052141,"score_spread":0.3162198381277364,"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."}}