{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008273105,0.001124767,0.0008447338,0.002222623,0.0006044533,0.001101785,0.001571562,0.002509229,0.004782629],"category_scores_gemma":[0.004206854,0.0002556557,0.00095869,0.002056702,0.0004118057,0.0005688987,0.001293596,0.001031939,0.007867259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007440424,"about_ca_system_score_gemma":0.0009808948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01253809,"about_ca_topic_score_gemma":0.03019958,"domain_scores_codex":[0.9988312,0.0002703872,0.0002068509,0.0002691423,0.000294565,0.000127877],"domain_scores_gemma":[0.9980043,0.0007294382,0.0001940261,0.0003033848,0.0005146506,0.0002542167],"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":[0.001549784,0.001149743,0.1275873,0.004093173,0.0005166302,0.002500207,0.0007113004,0.00706198,0.007487635,0.001155847,0.7560549,0.09013148],"study_design_scores_gemma":[0.0005726966,0.000856059,0.3399919,0.001433599,0.0003516989,0.003886546,0.002436377,0.03388309,0.006115068,0.002970084,0.6071703,0.0003325199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.06028752,0.001974965,0.002637375,0.000936749,0.0004539241,0.0003357144,0.9276909,0.001598366,0.00408448],"genre_scores_gemma":[0.04427978,0.0004275158,0.004357735,0.0003915989,0.0001072887,0.0004072257,0.9484099,0.0000561386,0.00156277],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01253809,"threshold_uncertainty_score":0.02493024,"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."}}