{"id":"W2617501915","doi":"10.1016/s1473-3099(17)30266-9","title":"MCR-1-producing Klebsiella pneumoniae outbreak in China","year":2017,"lang":"en","type":"letter","venue":"The Lancet Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"Medical Research Council","keywords":"Colistin; Klebsiella pneumoniae; Microbiology; Cefepime; Amikacin; Ceftazidime; Outbreak; Biology; Cefotaxime; Imipenem; Medicine; Aztreonam; Virology; Antibiotic resistance; Antibiotics; Escherichia coli; Pseudomonas aeruginosa; Bacteria","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000207974,0.0004417977,0.0005949045,0.00006893663,0.0002637479,0.000214939,0.0009890238,0.0005119855,0.00004038048],"category_scores_gemma":[0.0004014256,0.0003363893,0.0002194666,0.00006498984,0.0002896861,0.000007510862,0.0003135472,0.0008064394,0.00006297795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005836402,"about_ca_system_score_gemma":0.0001536305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000249465,"about_ca_topic_score_gemma":0.0002538097,"domain_scores_codex":[0.9978732,0.0002077352,0.0003004397,0.0007502332,0.0002214984,0.0006469159],"domain_scores_gemma":[0.9972539,0.00004078491,0.0003552356,0.002244744,0.00005167567,0.0000536674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005096036,0.0000511528,0.1797306,0.000228039,0.0001162636,0.0001846285,0.00003896591,0.00002875686,0.002400739,0.00000987728,0.8166351,0.0005249008],"study_design_scores_gemma":[0.0007476652,0.0001238561,0.2930513,0.0002984662,0.0001440886,0.00008937455,0.000008830543,0.000006479336,0.0007174323,0.0006533038,0.7034023,0.0007568437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8599356,0.002434735,0.00003221559,0.1174529,0.001877828,0.0007641697,0.0004950249,0.0001358901,0.01687163],"genre_scores_gemma":[0.8923344,0.001110051,0.00001188245,0.08258258,0.016993,0.00005412938,0.0008197273,0.0001220661,0.005972178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1133207,"threshold_uncertainty_score":0.9999088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01219847679797619,"score_gpt":0.2618569511323612,"score_spread":0.249658474334385,"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."}}