{"id":"W2944946867","doi":"10.1093/ofid/ofz248","title":"Beta-Lactam/Beta-Lactamase Inhibitor Therapy for Potential AmpC-Producing Organisms: A Systematic Review and Meta-Analysis","year":2019,"lang":"en","type":"review","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Providencia; Enterobacter; Citrobacter; Medicine; Microbiology; Enterobacteriaceae; Meta-analysis; Serratia; Beta-lactam; Enterobacteriaceae Infections; Beta-lactamase; Internal medicine; Biology; Antibiotics; Bacteria; Escherichia coli; Pseudomonas","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004891985,0.001845913,0.01096985,0.006120231,0.0004102845,0.001987881,0.001431281,0.001167316,0.003881561],"category_scores_gemma":[0.01094978,0.000747838,0.01432376,0.007765678,0.0004133447,0.00120232,0.001056408,0.0009556391,0.0003413209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001965177,"about_ca_system_score_gemma":0.004277266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0054436,"about_ca_topic_score_gemma":0.01627551,"domain_scores_codex":[0.9975407,0.000802437,0.0008451713,0.0002997204,0.0003876156,0.0001243324],"domain_scores_gemma":[0.9939837,0.004080995,0.00100805,0.0001186396,0.000696244,0.0001123818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0006347314,0.00002483066,0.001596211,0.8586705,0.09190398,0.0001488593,0.00007569029,0.0004094294,0.0003693028,0.0001944079,0.002009153,0.04396291],"study_design_scores_gemma":[0.0004422315,0.0003234154,0.006156188,0.2098531,0.7655179,0.0004422307,0.0001196419,0.0002473916,0.0003234374,0.0004243902,0.01609295,0.00005708409],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008018775,0.9983593,0.0001498527,0.0001085656,0.00005236151,0.00006417729,0.0003194657,0.000006813241,0.0001377332],"genre_scores_gemma":[0.01394884,0.9847081,0.0004970268,0.0002664666,0.00005632226,0.0001280553,0.0002861437,0.000005252103,0.0001037451],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01096985,"threshold_uncertainty_score":0.02587163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0370733952332841,"score_gpt":0.3313462030082893,"score_spread":0.2942728077750052,"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."}}