{"id":"W4200471092","doi":"10.1093/ofid/ofab466.988","title":"792. Outbreak of Multidrug-resistant <i>Pseudomonas aeruginosa</i> in a Tertiary Healthcare System in Detroit","year":2021,"lang":"en","type":"article","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":"Lakeshore General Hospital","funders":"","keywords":"Pseudomonas aeruginosa; Medicine; Outbreak; Multiple drug resistance; Antibiotic resistance; Epidemiology; Antimicrobial; Antibiotics; Drug resistance; Infection control; Microbiology; Intensive care medicine; Internal medicine; Virology; Biology; 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":[0.0001474519,0.0002257819,0.0005813506,0.0001646418,0.0001342914,0.00003419786,0.0003234449,0.0001995426,0.00007755775],"category_scores_gemma":[0.00008624143,0.0002089218,0.0001380302,0.0003818359,0.0001406656,0.0001708042,0.0003431862,0.0002280232,0.00008102452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001841997,"about_ca_system_score_gemma":0.0003526804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007056942,"about_ca_topic_score_gemma":0.015932,"domain_scores_codex":[0.9980194,0.000349396,0.0005955282,0.0004640167,0.00005905877,0.0005125988],"domain_scores_gemma":[0.9990814,0.0001363118,0.000189276,0.0004424619,0.00009559938,0.00005492412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003417998,0.0009445424,0.971426,0.0005460404,0.0001044062,0.00032658,0.0002071761,0.00001966651,0.02014248,0.003536714,0.001175747,0.001228912],"study_design_scores_gemma":[0.009118087,0.0003323396,0.9194165,0.00330482,0.0001273356,0.0002380072,0.006735086,0.00002678473,0.05483551,0.0006331091,0.004444914,0.0007875084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786858,0.01274602,0.00002735638,0.0006938255,0.0005223851,0.0007457025,0.0003425652,0.00007064205,0.006165726],"genre_scores_gemma":[0.9986057,0.0001655474,0.00002225976,0.0003678753,0.0000124449,0.00004379006,0.0001383936,0.00002493202,0.000619023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05200944,"threshold_uncertainty_score":0.9995552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006352822735447208,"score_gpt":0.2426592570574656,"score_spread":0.2363064343220184,"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."}}