{"id":"W4394061717","doi":"10.1101/2024.04.04.588149","title":"EMERGENCE OF OXA-48-LIKE CARBAPENEMASES IN CLINICAL ENTEROBACTERALES FROM GUATEMALA","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Ertapenem; Klebsiella pneumoniae; Imipenem; Microbiology; Biology; Plasmid; Piperacillin; Escherichia coli; Piperacillin/tazobactam; Gene; Antibiotic resistance; Bacteria; Genetics; Antibiotics; Pseudomonas aeruginosa","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":[0.0001475454,0.00033533,0.0002357451,0.001135545,0.0007047813,0.0007485703,0.0002005497,0.0004445272,0.001018206],"category_scores_gemma":[0.0007541318,0.0002014522,0.0001595785,0.001121305,0.0004912379,0.0001612937,0.0007221386,0.0002934291,0.000204798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001279013,"about_ca_system_score_gemma":0.0005756033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05774807,"about_ca_topic_score_gemma":0.0540504,"domain_scores_codex":[0.9997739,0.00003266178,0.00001369951,0.00005853894,0.00003797106,0.0000832134],"domain_scores_gemma":[0.9996921,0.00003659653,0.00008449384,0.00002029491,0.00009054973,0.00007594543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007274512,0.00006226948,0.9312478,0.0001379022,0.0000644082,0.003215325,0.004320162,0.0001041263,0.04657758,0.0001363017,0.0008096686,0.01259708],"study_design_scores_gemma":[0.000008764916,0.00006276336,0.9948652,0.00001465831,0.00001783606,0.001219846,0.0009529747,0.00008623448,0.001469561,0.00002126428,0.00127419,0.000006749563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988153,0.0002373875,0.00004503674,0.0001570703,0.000005988451,0.000008414408,0.0003044688,0.000009171531,0.000417231],"genre_scores_gemma":[0.9988852,0.0001333018,0.0001430839,0.00008694983,0.000006432256,0.000007030899,0.0004190134,0.000004232561,0.0003148158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05774807,"threshold_uncertainty_score":0.1148239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687657961804351,"score_gpt":0.2694596694293301,"score_spread":0.2525830898112866,"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."}}