{"id":"W4250410497","doi":"10.2139/ssrn.3932254","title":"A Genomic Epidemiology Study of Multidrug-Resistant <i>Escherichia </i> coli, <i>Klebsiella pneumoniae</i> and <i>Acinetobacter baumannii</i> in Two Intensive Care Units in Hanoi, Vietnam","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Klebsiella pneumoniae; Acinetobacter baumannii; Microbiology; Escherichia coli; Multiple drug resistance; Acinetobacter; Enterobacteriaceae; Biology; Antibiotics; Bacteria; Pseudomonas aeruginosa; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002197297,0.0003098554,0.0002847427,0.001000127,0.0007594845,0.0006757807,0.000439471,0.0004941075,0.001065514],"category_scores_gemma":[0.000645917,0.0004523448,0.0002804515,0.001290156,0.0007049828,0.0003281407,0.0007589397,0.0005160831,0.0001391125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130069,"about_ca_system_score_gemma":0.00165514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1053296,"about_ca_topic_score_gemma":0.09415533,"domain_scores_codex":[0.9994809,0.00009303399,0.00004331693,0.0001700774,0.00004785775,0.0001647887],"domain_scores_gemma":[0.9990858,0.000104626,0.0002610212,0.00003318354,0.0001887009,0.0003266579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005523272,0.00007304631,0.9920666,0.00002519115,0.00002450472,0.0006109605,0.003408938,0.00004334952,0.002196931,0.00005229812,0.00008275684,0.001360041],"study_design_scores_gemma":[0.000004270562,0.0001315359,0.9906832,0.00001457597,0.00001314275,0.0003682282,0.008328286,0.00007638463,0.0001188383,0.00001494878,0.0002419663,0.000004527477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995629,0.00003947306,0.00005360187,0.00003991224,0.000001862046,0.0000144427,0.0001320317,7.563409e-7,0.0001549346],"genre_scores_gemma":[0.9992821,0.00009365119,0.00008938355,0.00005685283,0.000003214408,0.00001265161,0.0001797327,0.000001205712,0.0002812626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1053296,"threshold_uncertainty_score":0.2094329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222004788573916,"score_gpt":0.2634995018815766,"score_spread":0.2512794539958374,"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."}}