{"id":"W2987720685","doi":"10.1128/cmr.00102-19","title":"The Global Ascendency of OXA-48-Type Carbapenemases","year":2019,"lang":"en","type":"review","venue":"Clinical Microbiology Reviews","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":467,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Calgary Laboratory Services","keywords":"Outbreak; Enterobacteriaceae; Type (biology); Biology; Microbiology; Medicine; Virology; Genetics; Escherichia coli; Ecology; Gene","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001731494,0.0005988491,0.003471539,0.00001938079,0.00008111163,0.00002085146,0.001474093,0.001229304,0.00004183884],"category_scores_gemma":[0.001366675,0.0003416031,0.001927633,0.0002168275,0.0009313058,0.000002149407,0.0005555515,0.0004533143,0.000931919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005287517,"about_ca_system_score_gemma":0.0007994688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002851357,"about_ca_topic_score_gemma":0.0000235111,"domain_scores_codex":[0.9937444,0.001873116,0.002913486,0.0009549238,0.00002855726,0.0004854912],"domain_scores_gemma":[0.9954967,0.0003657408,0.001985168,0.001894299,0.0001583874,0.0000996885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005271424,0.00008777997,0.001694403,0.006953163,0.0005132605,0.000001246144,8.761546e-7,3.4761e-8,0.0003101671,0.00008760094,0.04291367,0.9473851],"study_design_scores_gemma":[0.0001352456,0.0003276432,0.00003081446,0.003267504,0.0005938085,0.00008469178,0.00000133589,2.684578e-8,0.000009098079,0.00001700744,0.9951936,0.000339219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003249708,0.9942391,0.0000120262,0.00001528934,0.003251566,0.001461562,0.0001823004,0.000008127698,0.0005050498],"genre_scores_gemma":[0.00001310991,0.995667,0.0001743573,0.000154123,0.0004500288,0.00001911667,0.0004647719,0.0000441662,0.003013364],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9522799,"threshold_uncertainty_score":0.9999036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1122839869349884,"score_gpt":0.4428552840441842,"score_spread":0.3305712971091959,"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."}}