{"id":"W3119750168","doi":"10.1093/ofid/ofaa439.1033","title":"844. Nosocomial <i>Pseudomonas aeruginosa</i> Blood-Stream Infections; Susceptibility Pattern and Mortality at a Tertiary Care Centre in Edmonton, Alberta, Canada","year":2020,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Teva Pharmaceutical Industries; Pfizer","keywords":"Medicine; Pseudomonas aeruginosa; Bacteremia; Incidence (geometry); Internal medicine; Epidemiology; Mortality rate; Antibiotics; Microbiology; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00004420296,0.0003232225,0.0004454688,0.00003493517,0.0004449288,0.00006592822,0.0002772545,0.0001359281,0.0007453612],"category_scores_gemma":[0.00009919017,0.0002977419,0.0001073512,0.0001540573,0.0002131837,0.0001964169,0.0005523408,0.0002545917,0.00006589553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001977553,"about_ca_system_score_gemma":0.0004273533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8015679,"about_ca_topic_score_gemma":0.9888507,"domain_scores_codex":[0.9981124,0.0002299098,0.0003901474,0.000670705,0.00006634411,0.0005305026],"domain_scores_gemma":[0.9991276,0.0001532034,0.0001394762,0.000354615,0.00006638202,0.0001587377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008034254,0.0003939361,0.9867849,0.0001345629,0.0002126466,0.00006558295,0.0004701844,0.000009572742,0.001104125,0.00002915543,0.009978522,0.0007364224],"study_design_scores_gemma":[0.003194049,0.0001461482,0.9833842,0.00009018682,0.0002671799,0.00003960744,0.0009192734,0.000004393311,0.004156574,0.00003765335,0.007285624,0.0004751352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928702,0.001384679,0.00000397447,0.001094306,0.0003314653,0.0008452447,0.0005100589,0.00005542426,0.002904723],"genre_scores_gemma":[0.9970743,0.0001124793,0.000001192376,0.001922274,0.0000379251,0.000025962,0.0003842199,0.00002460415,0.0004170203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1872828,"threshold_uncertainty_score":0.9999475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004706487905189371,"score_gpt":0.213027814838554,"score_spread":0.2083213269333646,"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."}}