{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006954117,0.0002109223,0.0002540956,0.0005406289,0.0003253592,0.000611692,0.0003106878,0.0002958598,0.0009889058],"category_scores_gemma":[0.00274766,0.0001686388,0.0001872783,0.0004583013,0.0003113645,0.0003687431,0.0004220922,0.0003511164,0.0001757729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000871259,"about_ca_system_score_gemma":0.0005629119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0138625,"about_ca_topic_score_gemma":0.01477571,"domain_scores_codex":[0.9994348,0.0001214491,0.0000704757,0.0001031685,0.0001462527,0.0001237746],"domain_scores_gemma":[0.9983694,0.0001931408,0.0007730973,0.00006381232,0.0002733405,0.0003272309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004073538,0.000008523444,0.9990529,0.000003751051,0.000005402739,0.0001115739,0.00006971181,0.00001319767,0.0002369696,0.000001919619,0.0000266734,0.0004286844],"study_design_scores_gemma":[0.000001144095,0.00007097496,0.9992375,0.000003624605,0.00000310954,0.0003273824,0.0001850429,0.00006690175,0.00007034127,0.000001802518,0.00003119167,0.000001076095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996517,0.00009002111,0.00002178368,0.00001500859,0.000001239534,0.000005158154,0.00008156646,0.000001399464,0.0001322532],"genre_scores_gemma":[0.9997472,0.00006563082,0.00004246126,0.000007689843,0.000003128054,0.000003868263,0.00009329524,4.99481e-7,0.00003628172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0138625,"threshold_uncertainty_score":0.02756363,"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."}}