{"id":"W4220800791","doi":"10.2147/idr.s353130","title":"Emergence of Carbapenem-Resistant ST244, ST292, and ST2446 Pseudomonas aeruginosa Clones in Burn Patients in Yunnan Province","year":2022,"lang":"en","type":"article","venue":"Infection and Drug Resistance","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health","keywords":"Pseudomonas aeruginosa; Pseudomonadaceae; Burn injury; Healthcare system","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":[0.0003264686,0.0001823887,0.0002427008,0.000124771,0.0001196185,0.00001899886,0.0001130422,0.00006714361,0.00003068944],"category_scores_gemma":[0.00008230146,0.0001955919,0.00003924074,0.0002498852,0.000143055,0.00001656242,0.0001804359,0.0001530194,4.089317e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003527097,"about_ca_system_score_gemma":0.00008180898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005874422,"about_ca_topic_score_gemma":0.01234347,"domain_scores_codex":[0.9984371,0.0001917867,0.0004346364,0.0004759478,0.0002121413,0.000248385],"domain_scores_gemma":[0.9993879,0.00002594962,0.0002059924,0.000260078,0.00006056345,0.00005950985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006773889,0.0002522819,0.9229902,0.0001638485,0.00001355479,0.00001082248,0.0002150554,0.00004362414,0.07390612,0.0003688926,0.0006319693,0.000726229],"study_design_scores_gemma":[0.001552462,0.0001893725,0.9724759,0.00008963064,0.00001007065,0.000003631811,0.0004538884,0.00002777986,0.01482985,0.0002127447,0.009812352,0.0003422684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972255,0.001308655,0.00003901903,0.00008613262,0.0001760113,0.0003397629,0.00004525955,0.000009296215,0.0007703764],"genre_scores_gemma":[0.9979135,0.001059822,0.0001565592,0.00004928633,0.00002291281,0.00003192769,0.00003416871,0.00001781698,0.0007140173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05907628,"threshold_uncertainty_score":0.7976006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004315592889235405,"score_gpt":0.221063159335535,"score_spread":0.2167475664462996,"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."}}