{"id":"W4323349461","doi":"10.1016/j.ijid.2023.02.025","title":"Impact of COVID-19 on diagnosis of tuberculosis, multidrug-resistant tuberculosis, and on mortality in 11 countries in Europe, Northern America, and Australia. A Global Tuberculosis Network study","year":2023,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre hospitalier universitaire Sainte-Justine; Ministero della Salute; Rijksuniversiteit Groningen; World Health Organization; Universidade do Porto; American Thoracic Society; QIAGEN","keywords":"Tuberculosis; Medicine; Pandemic; Preparedness; Incidence (geometry); Coronavirus disease 2019 (COVID-19); Environmental health; Mortality rate; Demography; Disease; Infectious disease (medical specialty); Surgery; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000755951,0.0003008959,0.0009611021,0.0007565418,0.00004926483,0.00003311989,0.0002060792,0.00009450947,0.0000718278],"category_scores_gemma":[0.004773347,0.0002336619,0.0002588921,0.001052084,0.0003209449,0.0001615465,0.0001246687,0.0003178324,0.00000559722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006992545,"about_ca_system_score_gemma":0.0003954579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02135997,"about_ca_topic_score_gemma":0.01057923,"domain_scores_codex":[0.9965397,0.0006202969,0.001179002,0.0003625867,0.0008925268,0.0004059531],"domain_scores_gemma":[0.9967023,0.001391824,0.0005035781,0.0002292882,0.000668316,0.0005046888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002615906,0.002727031,0.9776275,0.0001212589,0.001446603,0.0007000364,0.0003074372,0.01231891,0.00004903072,0.00006793233,0.001302418,0.0007160038],"study_design_scores_gemma":[0.003965224,0.003316888,0.9909163,0.0004621302,0.0002183967,0.00008497859,0.0002850904,0.0002663549,0.00001749792,0.0002036953,0.0001023683,0.000161124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966667,0.0006064732,0.000002748097,0.001464947,0.0001523578,0.0004898753,0.0005511022,0.00002033054,0.00004552106],"genre_scores_gemma":[0.9943022,0.005086866,0.000008309159,0.0003488869,0.0001477173,0.00004258849,0.00003918183,0.00002034612,0.000003964514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01328882,"threshold_uncertainty_score":0.9851569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03237934852337752,"score_gpt":0.3983079442400057,"score_spread":0.3659285957166281,"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."}}