{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001445914,0.0001330048,0.0004777041,0.00005397019,0.00002332322,0.00001058219,0.00009723343,0.0001587774,0.00004518693],"category_scores_gemma":[0.001205238,0.0001368985,0.0001153087,0.0002412908,0.0001392609,0.000006505956,0.00009836032,0.00006380487,7.711135e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001193727,"about_ca_system_score_gemma":0.00002221967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328101,"about_ca_topic_score_gemma":0.005153526,"domain_scores_codex":[0.998486,0.0002729757,0.0005718966,0.0004536328,0.00006531762,0.0001501619],"domain_scores_gemma":[0.9987756,0.0001237055,0.0003806521,0.0003691637,0.0003106509,0.00004025382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004379755,0.0002364024,0.6130397,0.00000988794,0.0002957884,7.366402e-7,0.0003371188,6.908099e-7,0.3859789,0.00000367596,0.000004010665,0.00004931577],"study_design_scores_gemma":[0.000794984,0.0000889764,0.8385687,0.00004581498,0.0001772376,1.275873e-7,0.0003215305,0.00003435394,0.1595833,0.0002668468,0.000006158836,0.000111976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968386,0.0001360546,0.0008636421,0.00003830442,0.00006842746,0.0000923979,0.001935098,0.000005120916,0.00002237638],"genre_scores_gemma":[0.994841,0.00005993784,0.002970476,0.00004993995,0.00002459121,2.756597e-7,0.00200821,0.00001227105,0.00003326894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2263955,"threshold_uncertainty_score":0.5582561,"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."}}