{"id":"W4366239104","doi":"10.1080/22221751.2023.2204155","title":"Probable airborne transmission of <i>Burkholderia pseudomallei</i> causing an urban outbreak of melioidosis during typhoon season in Hong Kong, China","year":2023,"lang":"en","type":"article","venue":"Emerging Microbes & Infections","topic":"Burkholderia infections and melioidosis","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"Hong Kong Polytechnic University; Young Scientists Fund; University Grants Committee; Innovation and Technology Commission; National Natural Science Foundation of China","keywords":"Melioidosis; Burkholderia pseudomallei; Typhoon; Outbreak; Multilocus sequence typing; Veterinary medicine; Transmission (telecommunications); Pneumonia; Biology; Geography; Microbiology; Medicine; Genotype; Meteorology; Virology; Bacteria; Gene","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":[0.0002784503,0.0003248041,0.0002066383,0.0003632307,0.0006200408,0.0004533358,0.0002284646,0.0001820622,0.0005252751],"category_scores_gemma":[0.0002675116,0.0002136568,0.0001810535,0.0003906431,0.0003957349,0.0002388535,0.0003469765,0.0001479293,0.00009150027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008488492,"about_ca_system_score_gemma":0.0007585562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06519791,"about_ca_topic_score_gemma":0.05686415,"domain_scores_codex":[0.9998034,0.00002546493,0.00002500488,0.00004099062,0.00002702481,0.00007815444],"domain_scores_gemma":[0.9996598,0.00002535004,0.0001149829,0.00002054556,0.00005143382,0.0001278478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004388459,0.00001747317,0.9960433,0.00001197238,0.00001299449,0.0009722306,0.0002866738,0.00009415986,0.001620798,0.00001055967,0.00006763775,0.0008183654],"study_design_scores_gemma":[0.000004940131,0.00006533095,0.9974064,0.000005554815,0.000011171,0.0006566024,0.001079316,0.0003236148,0.0002565155,0.000008816979,0.0001774899,0.000004252145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997421,0.00002893758,0.00003865421,0.00001418739,0.000001461924,0.000006890651,0.00006273665,0.000001349525,0.0001036682],"genre_scores_gemma":[0.9997298,0.00003918793,0.00003559961,0.00001564986,0.000003242774,0.000003075032,0.0001113202,3.301556e-7,0.00006174412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06519791,"threshold_uncertainty_score":0.1296368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01200492802402844,"score_gpt":0.2616690499651769,"score_spread":0.2496641219411485,"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."}}