{"id":"W4412727614","doi":"10.1371/journal.pmed.1004666","title":"Rapid molecular testing or chest X-ray or tuberculin skin testing for household contact assessment of tuberculosis infection: A cluster-randomized trial","year":2025,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Instituto Nacional de Ciência e Tecnologia dos Hymenoptera Parasitóides da Região Sudeste Brasileira; Canada Research Chairs","keywords":"Medicine; Tuberculin; Tuberculosis; Randomized controlled trial; Interferon gamma release assay; Adverse effect; Latent tuberculosis; Internal medicine; Pediatrics; Mycobacterium tuberculosis; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004292801,0.001647905,0.00400089,0.0006014993,0.0005276899,0.001067137,0.001510593,0.001906272,0.007289219],"category_scores_gemma":[0.004922669,0.0007838356,0.002791191,0.0005555244,0.001571729,0.001367152,0.0008245449,0.002034621,0.0008495289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001316958,"about_ca_system_score_gemma":0.002519351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003176313,"about_ca_topic_score_gemma":0.003140652,"domain_scores_codex":[0.9973518,0.001655815,0.0001589613,0.0004404123,0.0001507736,0.0002423277],"domain_scores_gemma":[0.9971904,0.001171862,0.0006120204,0.0002534074,0.0002435234,0.0005287597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9890344,0.003663718,0.0003260271,0.0007110345,0.0006613453,0.00001073454,0.00002818212,0.0004799316,0.000290994,0.0001059583,0.0003133053,0.004374344],"study_design_scores_gemma":[0.9812543,0.01713795,0.0004595376,0.00004531502,0.0003167476,0.000006192804,0.00001016591,0.0004799061,0.00006197699,0.0001166283,0.0001049485,0.000006201521],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97272,0.00481602,0.001812125,0.001067267,0.001043365,0.01517751,0.001132283,0.0002128499,0.002018585],"genre_scores_gemma":[0.973428,0.001865516,0.004397905,0.0009879709,0.000441533,0.01585418,0.000745941,0.00003040193,0.002248524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007289219,"threshold_uncertainty_score":0.02438492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1044880212012901,"score_gpt":0.3851552676783769,"score_spread":0.2806672464770868,"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."}}