{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006152323,0.0002247409,0.0003465893,0.0004100793,0.0004887651,0.000009437606,0.0001632374,0.00006761863,0.00004490134],"category_scores_gemma":[0.0001972328,0.0002237418,0.00005381135,0.0005104833,0.0001115276,0.000016359,0.0006937574,0.0002432465,0.000001523998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007777691,"about_ca_system_score_gemma":0.00007386151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008270965,"about_ca_topic_score_gemma":0.001004052,"domain_scores_codex":[0.9980929,0.0003793452,0.0003289831,0.0005216006,0.0001247,0.0005524398],"domain_scores_gemma":[0.9992641,0.00005166779,0.0001259928,0.0003158658,0.0001281859,0.0001142404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007077956,0.0002750086,0.886606,0.00003107524,0.0001744795,0.000001656097,0.00278018,0.003693061,0.09765614,0.00003649674,0.007822623,0.0008525466],"study_design_scores_gemma":[0.005857449,0.007591644,0.8446063,0.0002055617,0.0002474221,0.00005946386,0.02285913,0.007223657,0.06922675,0.0002117977,0.03972655,0.002184226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957094,0.0004735361,0.0008339079,0.0008493849,0.00004625726,0.0004923505,0.00007216729,0.00002634005,0.00149663],"genre_scores_gemma":[0.9964953,0.0001778644,0.0004489482,0.0001866782,0.00006515688,0.0002632232,0.0001797247,0.00004402002,0.002139089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04199961,"threshold_uncertainty_score":0.9123927,"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."}}