{"id":"W2117849496","doi":"10.1093/cid/cir321","title":"Impact of Targeted Testing for Latent Tuberculosis Infection Using Commercially Available Diagnostics","year":2011,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Sanofi Pasteur; Centers for Disease Control and Prevention; Grifols","keywords":"Medicine; Tuberculin; Logistic regression; Latent tuberculosis; Tuberculosis; Test (biology); Internal medicine; Predictive value of tests; Mycobacterium tuberculosis; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008930583,0.0007413653,0.0003566655,0.0005241598,0.0002462819,0.0009026409,0.0006528393,0.0008863465,0.001657544],"category_scores_gemma":[0.04040112,0.000217549,0.00084276,0.0003214283,0.0004990601,0.0009398292,0.001031662,0.0008797051,0.0003238709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029022,"about_ca_system_score_gemma":0.001597872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00864865,"about_ca_topic_score_gemma":0.0075017,"domain_scores_codex":[0.9900005,0.006578439,0.0003511726,0.0006114191,0.001873135,0.0005852737],"domain_scores_gemma":[0.9699336,0.02123953,0.004761582,0.0008679618,0.002126493,0.001070923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001542441,0.000884774,0.9331928,0.0001767718,0.0003107573,0.0001905108,0.0001313975,0.003333157,0.0007156093,0.00008986827,0.0005497822,0.05888226],"study_design_scores_gemma":[0.0001865463,0.00986968,0.962346,0.0004126954,0.0007770556,0.0008349894,0.000385923,0.02116697,0.002230634,0.0002612312,0.001498174,0.0000301394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923928,0.002199108,0.001075118,0.001593081,0.00004860098,0.00004765972,0.0002213007,0.00003825058,0.002383994],"genre_scores_gemma":[0.9990531,0.0001776428,0.0004291801,0.0001260717,0.00001301167,0.000006762518,0.00007505967,0.000002910965,0.0001163879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008930583,"threshold_uncertainty_score":0.04723001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2366645677733669,"score_gpt":0.4475527541388253,"score_spread":0.2108881863654584,"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."}}