{"id":"W3212522571","doi":"10.3390/antibiotics10111402","title":"Epidemiology and Pattern of Resistance of Gram-Negative Bacteria Isolated from Blood Samples in Hospitalized Patients: A Single Center Retrospective Analysis from Southern Italy","year":2021,"lang":"en","type":"article","venue":"Antibiotics","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Tigecycline; Acinetobacter baumannii; Medicine; Bacteremia; Trimethoprim; Klebsiella pneumoniae; Intensive care unit; Sulfamethoxazole; Colistin; Antibiotics; Antibiotic resistance; Retrospective cohort study; Blood culture; Internal medicine; Epidemiology; Microbiology; Biology; Escherichia coli; Bacteria","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":[0.0007903621,0.0004649302,0.000560038,0.001636781,0.0004660217,0.0008999299,0.0004834463,0.0005258442,0.001234832],"category_scores_gemma":[0.001556583,0.0005460253,0.0006550486,0.001375888,0.0006565896,0.0003587741,0.0007726843,0.0003327968,0.0002725911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006943955,"about_ca_system_score_gemma":0.0005780116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008106841,"about_ca_topic_score_gemma":0.007223795,"domain_scores_codex":[0.9992127,0.0001654993,0.00009599121,0.0002736045,0.0001081947,0.000144006],"domain_scores_gemma":[0.9985622,0.0002030263,0.0006571517,0.0001784841,0.0001677847,0.0002312851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006114482,0.00001791264,0.9986681,0.00001515684,0.00003071351,0.0001711102,0.0001683322,0.00001714477,0.0002287182,0.000005534101,0.00008701934,0.0005291573],"study_design_scores_gemma":[0.000005206262,0.00007205429,0.9989812,0.000009131647,0.00002441121,0.0004264321,0.000235908,0.00005091349,0.00003677822,0.000004382733,0.0001504665,0.00000315144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992481,0.000211476,0.00005620721,0.00002609937,0.00000365062,0.00001061546,0.0002386692,0.000003734271,0.0002014647],"genre_scores_gemma":[0.999247,0.0001419382,0.00007668779,0.00003899788,0.00001205333,0.00001968174,0.0004018707,0.00000373055,0.00005824148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008106841,"threshold_uncertainty_score":0.0161193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158041561768592,"score_gpt":0.2463197561117721,"score_spread":0.2305155999349129,"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."}}