{"id":"W3158283085","doi":"10.1128/aac.02000-20","title":"Epidemiology of Carbapenem Resistance Determinants Identified in Meropenem-Nonsusceptible <i>Enterobacterales</i> Collected as Part of a Global Surveillance Program, 2012 to 2017","year":2021,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"AstraZeneca; Biomedical Advanced Research and Development Authority; Pfizer","keywords":"Meropenem; Klebsiella pneumoniae; Microbiology; Biology; Molecular epidemiology; Carbapenem; Multilocus sequence typing; Plasmid; Antibiotic resistance; Genotype; Veterinary medicine; Escherichia coli; Antibiotics; Medicine; Genetics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002489644,0.0002262507,0.0005874252,0.00003049403,0.00004619363,0.00001198819,0.0002471545,0.0001811525,0.00005088004],"category_scores_gemma":[0.00009660297,0.0002272444,0.0001083429,0.0002732962,0.0001919347,0.00001137932,0.0001206477,0.00005875089,0.00000338955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002299386,"about_ca_system_score_gemma":0.0001280239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001131781,"about_ca_topic_score_gemma":0.003638498,"domain_scores_codex":[0.9981418,0.0001954151,0.0006431963,0.0005474314,0.00008961585,0.0003825126],"domain_scores_gemma":[0.9989643,0.00002324146,0.0003014705,0.0004442299,0.0001759476,0.00009086174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006717463,0.0002602649,0.7696737,0.0001047902,0.00007242856,0.00001618116,0.00003529319,0.000002067621,0.2120321,0.00002200403,0.01636077,0.000748662],"study_design_scores_gemma":[0.001396404,0.0001830821,0.8330336,0.0002292724,0.00001077805,0.00002391963,0.0000225041,0.000001764791,0.1402824,0.00002655973,0.02455308,0.0002366643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980921,0.0004187631,0.00005241531,0.0003990113,0.0002022691,0.0004031933,0.0001345419,0.000007349035,0.0002903584],"genre_scores_gemma":[0.9922848,0.002289409,0.001872691,0.001293177,0.00005027014,0.000009695368,0.00008796834,0.00002252533,0.002089513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07174964,"threshold_uncertainty_score":0.9266756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737784811390168,"score_gpt":0.3086684832692166,"score_spread":0.2912906351553149,"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."}}