{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005509288,0.0008462104,0.004653742,0.0003841014,0.0002792433,0.00003163011,0.0005750459,0.0008124522,0.0002727375],"category_scores_gemma":[0.001439298,0.0006383609,0.0008351046,0.0004589513,0.001260723,0.0002807254,0.0007756207,0.0007233096,0.000217516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002904788,"about_ca_system_score_gemma":0.0006691059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006539968,"about_ca_topic_score_gemma":0.003436328,"domain_scores_codex":[0.9948443,0.001569242,0.001654472,0.00112532,0.00005951593,0.000747178],"domain_scores_gemma":[0.996085,0.0007936792,0.001432515,0.0008884365,0.000712247,0.00008809572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001760444,0.0005955772,0.6868636,0.1425411,0.002009468,0.00004328174,0.000415755,1.670201e-7,0.000005368421,0.0007291904,0.1199554,0.04666514],"study_design_scores_gemma":[0.002517253,0.001387037,0.01995698,0.2939811,0.002886712,0.0004198847,0.0006635091,1.267972e-7,0.0000110581,0.0005120189,0.6762435,0.001420817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001383193,0.9913108,0.000009235521,0.000193953,0.001203696,0.003179009,0.001339008,0.00007371165,0.001307379],"genre_scores_gemma":[0.006839578,0.9898564,0.00001007598,0.001228542,0.00005105468,0.0001369586,0.001064683,0.00007493693,0.0007377296],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6669066,"threshold_uncertainty_score":0.9996068,"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."}}