{"id":"W4410271328","doi":"10.1164/ajrccm.2025.211.abstracts.a3297","title":"Factors Associated With Tuberculosis Infection Among Household Contacts of Patients With Multidrug-Resistant Tuberculosis in 10 Provinces of Vietnam: A Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Tuberculosis; Cross-sectional study; Multiple drug resistance; Environmental health; Immunology; Drug resistance; Pathology; Microbiology","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":[0.0004092719,0.0002545922,0.0003046429,0.0004699738,0.000652606,0.0005546004,0.0003016321,0.0003615608,0.001470966],"category_scores_gemma":[0.0008867203,0.0005099599,0.0002310822,0.0009021629,0.0003166777,0.0003712584,0.0003300558,0.0004162101,0.000183475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007075021,"about_ca_system_score_gemma":0.0007791481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04550976,"about_ca_topic_score_gemma":0.0470735,"domain_scores_codex":[0.9996982,0.00007494921,0.00003385179,0.00006710957,0.00005193888,0.00007401586],"domain_scores_gemma":[0.9992207,0.0001292,0.0002394762,0.00003905205,0.0001168128,0.0002547886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002461167,0.00004690332,0.9991941,0.000009212554,0.00001644334,0.00008500453,0.0002804835,0.00000854992,0.00007790283,0.000004127416,0.00002917389,0.0002234839],"study_design_scores_gemma":[0.000005658044,0.0001165748,0.9977391,0.000009011511,0.00001041643,0.0002178678,0.001694984,0.00006751619,0.00002357793,0.000004041282,0.0001088335,0.000002423293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999643,0.00005118312,0.00001544257,0.00001464128,0.00000167435,0.000009625511,0.0001538602,5.617223e-7,0.0001099816],"genre_scores_gemma":[0.9997187,0.00004619957,0.00002416533,0.00002026646,0.000002294976,0.000009589652,0.0001088354,4.105768e-7,0.00006951275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04550976,"threshold_uncertainty_score":0.09048975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0316090159147304,"score_gpt":0.3409054251858362,"score_spread":0.3092964092711058,"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."}}