{"id":"W3044798269","doi":"10.1093/ofid/ofy210.1307","title":"1478. A Retrospective Review of <i>Pseudomonas aeruginosa</i> Infection in a Quarternary Intensive Care Unit: Epidemiology, Outcomes, and Antimicrobial Susceptibilities: 2013–2016","year":2018,"lang":"en","type":"review","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Intensive care unit; Epidemiology; Antimicrobial; Internal medicine; Mechanical ventilation; Pseudomonas aeruginosa; Logistic regression; Retrospective cohort study; Renal replacement therapy; Intensive care medicine; Emergency medicine; Microbiology","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":[0.001075485,0.0001889612,0.0004007216,0.002884416,0.0003809976,0.0005745046,0.0004882807,0.0002368547,0.003286377],"category_scores_gemma":[0.005135444,0.0003254318,0.0005992302,0.005352829,0.0002220231,0.000438078,0.0004985646,0.0001436699,0.0006855538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073358,"about_ca_system_score_gemma":0.001954938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02583332,"about_ca_topic_score_gemma":0.03446338,"domain_scores_codex":[0.9985155,0.0002048258,0.0006132313,0.0001996594,0.0003159659,0.0001508063],"domain_scores_gemma":[0.9935847,0.0007959873,0.004051847,0.0002503511,0.001012249,0.0003049088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001727437,0.00001279705,0.9827957,0.001510167,0.0001678325,0.0009447351,0.0002756484,0.0000291835,0.0007133445,0.00003317531,0.001810704,0.011534],"study_design_scores_gemma":[0.00001302477,0.00006795348,0.9927047,0.0006331542,0.0001362863,0.002260956,0.0003265726,0.00004390923,0.0002174698,0.000007956893,0.003582586,0.000005338536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9557402,0.02420455,0.0003052566,0.000206379,0.00005605179,0.000175009,0.01592949,0.00003104923,0.003351981],"genre_scores_gemma":[0.9858879,0.006735405,0.0002430064,0.0002276991,0.00007476193,0.0001095284,0.006171499,0.00001212894,0.0005380894],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02583332,"threshold_uncertainty_score":0.05136591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282588126103786,"score_gpt":0.3374504369119337,"score_spread":0.3091916243015551,"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."}}