{"id":"W3142645707","doi":"10.1080/14656566.2021.1904891","title":"Escalating antimicrobial resistance among Enterobacteriaceae: focus on carbapenemases","year":2021,"lang":"en","type":"article","venue":"Expert Opinion on Pharmacotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Enterobacteriaceae; Antibiotic resistance; Antimicrobial; Microbiology; Klebsiella pneumoniae; Citrobacter; Enterobacter; Carbapenem-resistant enterobacteriaceae; Multiple drug resistance; Medicine; Antibiotics; Biology; 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":[0.001762913,0.0004801317,0.001035993,0.001868855,0.0002663636,0.001606301,0.0009254537,0.002296668,0.00886044],"category_scores_gemma":[0.005507618,0.0001738133,0.001058921,0.00209159,0.0007008677,0.002105982,0.0007479973,0.001524103,0.002142953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017553,"about_ca_system_score_gemma":0.002655481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001434673,"about_ca_topic_score_gemma":0.00314698,"domain_scores_codex":[0.9990145,0.0002638287,0.000161035,0.0001553883,0.0003112771,0.00009398744],"domain_scores_gemma":[0.9935487,0.002737362,0.00129809,0.0000861271,0.002061737,0.0002680198],"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":[0.0002044908,0.0000489047,0.001475457,0.0757744,0.0004456326,0.0007918391,0.000253369,0.0002381851,0.001787319,0.002666956,0.2115293,0.7047841],"study_design_scores_gemma":[0.00008408384,0.0001715456,0.004258592,0.07573176,0.0009563593,0.002893745,0.000560556,0.0001699752,0.0006801266,0.004126333,0.9103233,0.00004359788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007700667,0.9625766,0.0003779458,0.02964204,0.002918935,0.00002287129,0.0001664983,0.00002097495,0.003504039],"genre_scores_gemma":[0.005068484,0.9793379,0.0005974392,0.01024192,0.003497687,0.00002005136,0.0001521783,0.000007639331,0.001076725],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00886044,"threshold_uncertainty_score":0.02964109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587479053287727,"score_gpt":0.3082440871677065,"score_spread":0.2923692966348292,"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."}}