{"id":"W4241652511","doi":"10.2139/ssrn.3932244","title":"Evidence of Widespread Endemic Populations of Highly Multidrug-Resistant <i>Klebsiella Pneumoniae</i> Seen Concurrently Through the Lens of Two Hospital Intensive Care Units in 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; Antibiotic resistance; Vietnamese; Tigecycline; Intensive care unit; Transmission (telecommunications); Intensive care; Carbapenem; Medicine; Biology; Microbiology; Antimicrobial; Internal medicine; Intensive care medicine; Antibiotics; Gene; Escherichia coli; Genetics","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":[0.0002328315,0.0001773104,0.000175977,0.0005386929,0.0009383592,0.0008379879,0.0004529162,0.0003141114,0.002614171],"category_scores_gemma":[0.001153258,0.0003095362,0.0001014637,0.0007222404,0.001040386,0.0004557405,0.0007122501,0.0005491022,0.0001240736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344428,"about_ca_system_score_gemma":0.001981333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1111522,"about_ca_topic_score_gemma":0.1550014,"domain_scores_codex":[0.9996172,0.00009515988,0.00002739601,0.00009516388,0.00003514532,0.0001298624],"domain_scores_gemma":[0.9985078,0.0001682462,0.0006053001,0.00005919709,0.0002057222,0.0004537255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003957911,0.00002573841,0.9916333,0.00002596969,0.00001320606,0.0009580448,0.004253474,0.00002881436,0.001064575,0.0002071767,0.000180816,0.001569192],"study_design_scores_gemma":[0.00000497407,0.00006038314,0.9784743,0.00005075056,0.00001074987,0.001681911,0.01873668,0.00009323247,0.0001871472,0.00007787503,0.000614987,0.000007150424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998903,0.00006778945,0.00005100558,0.0001632716,0.00000538961,0.000004736135,0.0000786415,0.000001729266,0.0007243644],"genre_scores_gemma":[0.9996765,0.00005906466,0.00003278448,0.00004246817,0.000003046537,0.000003027681,0.00003084552,7.743715e-7,0.0001514907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1111522,"threshold_uncertainty_score":0.2210104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083065638301606,"score_gpt":0.2833375821221706,"score_spread":0.2625069257391545,"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."}}