{"id":"W4403547097","doi":"10.1038/s41597-024-03972-z","title":"A dataset of Solicited Cough Sound for Tuberculosis Triage Testing","year":2024,"lang":"en","type":"article","venue":"Scientific Data","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; Fonds de Recherche du Québec - Santé; Bill and Melinda Gates Foundation; U.S. Department of Health and Human Services","keywords":"Medicine; Tuberculosis; Triage; Intensive care medicine; Disease; Pandemic; Limiting; Infectious disease (medical specialty); Pathology; Medical emergency; Coronavirus disease 2019 (COVID-19)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002975651,0.0001057079,0.000214827,0.0002658429,0.0001988078,0.0002807917,0.0006568975,0.00007310916,0.0002137439],"category_scores_gemma":[0.00186868,0.00008110281,0.00004861092,0.001352183,0.0003080889,0.0003681688,0.0004078926,0.0002129089,0.0001411414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002462137,"about_ca_system_score_gemma":0.0003764956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000031848,"about_ca_topic_score_gemma":0.00001190585,"domain_scores_codex":[0.9980348,0.00004673524,0.0003738571,0.000718649,0.0005111496,0.0003147817],"domain_scores_gemma":[0.9971992,0.0004899335,0.00004694807,0.001955002,0.0001817735,0.0001271845],"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":[0.0001300387,0.0001394816,0.000195068,0.0008905815,0.0001621565,0.00006127002,0.0001282501,0.000006478301,0.0529689,0.0002346407,0.9225249,0.02255826],"study_design_scores_gemma":[0.001159562,0.0002872769,0.0002320794,0.0006115498,0.0003308824,0.00004944095,0.00018855,0.05728791,0.007030705,0.000934041,0.9317157,0.0001722534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.4277858,0.00828459,0.008137248,0.002547544,0.004937958,0.004152606,0.5387246,0.0003820668,0.005047566],"genre_scores_gemma":[0.7143413,0.00004134011,0.006927019,0.0003944185,0.0007773477,0.0001150825,0.2661287,0.00009939219,0.01117539],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2865555,"threshold_uncertainty_score":0.3307277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.310172447495856,"score_gpt":0.4493404899352597,"score_spread":0.1391680424394036,"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."}}