{"id":"W4403323297","doi":"10.1017/ash.2024.333","title":"Serratia marcescens Burden in a Neonatal Intensive Care Unit: Colonization Rate, Clinical Infections and Strain Relatedness","year":2024,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System","funders":"","keywords":"Serratia marcescens; Colonization; Neonatal intensive care unit; Microbiology; Medicine; Intensive care unit; Intensive care medicine; Biology; Pediatrics; Escherichia coli","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":[0.001384433,0.0002942766,0.0008774922,0.0003627997,0.0001953693,0.00002635112,0.00008289157,0.0006276711,0.00006633841],"category_scores_gemma":[0.001946912,0.0002655319,0.000167319,0.0005919381,0.0003767622,0.0001635441,0.0001265804,0.001368338,0.00007482818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001934914,"about_ca_system_score_gemma":0.0005445191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01047584,"about_ca_topic_score_gemma":0.008880515,"domain_scores_codex":[0.9961537,0.001349295,0.001126773,0.0007183849,0.0000721922,0.0005797237],"domain_scores_gemma":[0.9974629,0.001218272,0.0001444732,0.0002495846,0.000608675,0.0003161093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006121214,0.00008943324,0.9422327,0.002962284,0.000269997,0.00112998,0.008087191,0.0001510757,0.001402641,0.007279622,0.004552233,0.03123068],"study_design_scores_gemma":[0.003809916,0.004378048,0.889662,0.004649095,0.0003911717,0.006242012,0.007251217,0.00212508,0.0003017265,0.003259797,0.07693861,0.0009913031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955968,0.003384098,0.0004946234,0.03622284,0.002414968,0.0008904079,0.0002808037,0.0002278268,0.0001163861],"genre_scores_gemma":[0.9894416,0.002226929,0.0001754997,0.006570299,0.0005289722,0.00003516465,0.0005908037,0.00004697371,0.0003838025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07238637,"threshold_uncertainty_score":0.9999797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07840891367627824,"score_gpt":0.4082800629986086,"score_spread":0.3298711493223304,"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."}}