{"id":"W4205341279","doi":"10.1080/22221751.2022.2031309","title":"Changing epidemiology of shigellosis in Taiwan, 2010-2019: an emerging threat to HIV-infected patients and men who have sex with men","year":2022,"lang":"en","type":"article","venue":"Emerging Microbes & Infections","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control","funders":"National Cheng Kung University Hospital","keywords":"Shigellosis; Shigella flexneri; Medicine; Men who have sex with men; Shigella; Incidence (geometry); Azithromycin; Epidemiology; Ciprofloxacin; Internal medicine; Cefotaxime; Virology; Antibiotics; Microbiology; Human immunodeficiency virus (HIV); Biology","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":[0.0003250662,0.0001765053,0.0001393396,0.0007582646,0.0003092029,0.0006033674,0.0002220659,0.0004113915,0.001146987],"category_scores_gemma":[0.0009197153,0.0001411208,0.0003284787,0.0008838898,0.0002628631,0.0005927972,0.0005184425,0.0004120873,0.0001330904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006772823,"about_ca_system_score_gemma":0.001040374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03459471,"about_ca_topic_score_gemma":0.03579154,"domain_scores_codex":[0.9997802,0.00003731284,0.00004230365,0.0000463793,0.00003103652,0.00006279837],"domain_scores_gemma":[0.9993352,0.0000440637,0.0003434486,0.00002096275,0.000107155,0.0001491361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003053131,0.00001444749,0.9937819,0.0000523827,0.00002828097,0.0004691144,0.0003667766,0.00004457889,0.0004026486,0.00003765971,0.0003671199,0.004404662],"study_design_scores_gemma":[0.000002808348,0.0000544927,0.996074,0.00007083465,0.00002309301,0.0008486263,0.001815861,0.0001467851,0.00006772581,0.00002880409,0.0008620538,0.000005037711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996092,0.001836123,0.00009185271,0.0008519582,0.00001946681,0.00001405639,0.000492552,0.00001130253,0.0005906117],"genre_scores_gemma":[0.9978383,0.00113708,0.00007832345,0.0001797915,0.00002784491,0.00001139236,0.0005414156,0.000001983781,0.000183853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03459471,"threshold_uncertainty_score":0.06878668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230426674692928,"score_gpt":0.2869702259626671,"score_spread":0.2746659592157378,"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."}}