{"id":"W4386288344","doi":"10.5812/archcid-132030","title":"Mortality and Outcomes of Patients Infected with Extensively Drug-Resistant Bacteria Admitted to Intensive Care Units","year":2023,"lang":"en","type":"article","venue":"Archives of Clinical Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Acinetobacter baumannii; Colistin; Intensive care; Pseudomonas aeruginosa; Drug resistance; Medicine; Antibiotics; Antibiotic resistance; Microbiology; Antimicrobial; Intensive care unit; Linezolid; Mortality rate; Internal medicine; Intensive care medicine; Biology; Bacteria; Vancomycin","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":[0.00006894902,0.0002057425,0.0005606027,0.00009802335,0.00005021179,0.00001237335,0.0001428579,0.00006938341,0.000005703323],"category_scores_gemma":[0.004092869,0.0001627546,0.0001363987,0.0002459638,0.0005058029,0.000007256324,0.0002488647,0.00007677537,0.000002284271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003660321,"about_ca_system_score_gemma":0.0001501776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007146277,"about_ca_topic_score_gemma":0.0002221031,"domain_scores_codex":[0.9983672,0.0001999367,0.0006392361,0.0004200739,0.0001552142,0.0002183027],"domain_scores_gemma":[0.9977382,0.0004220503,0.00032945,0.0004246132,0.0008595456,0.0002260813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008504921,0.0001162028,0.9913119,0.0001274074,0.0003205563,0.000005161578,0.0002012264,0.000009561186,0.005776942,0.00002366884,0.000154624,0.001102238],"study_design_scores_gemma":[0.001252919,0.001021745,0.9941098,0.0001003525,0.0001297327,3.511759e-7,0.0004974931,0.000003503375,0.002432463,0.0000749015,0.0001876765,0.0001890751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99853,0.00005668539,0.0000337105,0.00002973726,0.0001434901,0.0003911602,0.0006498225,0.00003518368,0.000130268],"genre_scores_gemma":[0.9989952,0.0001510024,0.00007143619,0.0002100943,0.00004028856,0.00001030144,0.0004504406,0.00002655754,0.00004460652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00402392,"threshold_uncertainty_score":0.663694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661909625261807,"score_gpt":0.3379195801373948,"score_spread":0.3113004838847767,"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."}}