{"id":"W4408300041","doi":"10.1093/ofid/ofae629","title":"Etiology and Antimicrobial Resistance of Culture-Positive Infections in Ugandan Infants: A Cohort Study of 7000 Neonates and Infants","year":2024,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"University of London; St. George's, University of London; Bill and Melinda Gates Foundation","keywords":"Medicine; Ampicillin; Meningitis; Lumbar puncture; Gentamicin; Blood culture; Neonatal sepsis; Neonatal intensive care unit; Sepsis; Internal medicine; Etiology; Pneumonia; Vancomycin; Pediatrics; Microbiology; Antibiotics; Staphylococcus aureus; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008397591,0.0005533947,0.0005274973,0.001137893,0.0008016214,0.0009175582,0.0006247495,0.0005411627,0.0008883292],"category_scores_gemma":[0.002622087,0.0006222486,0.0004900348,0.001601894,0.000437992,0.0006999866,0.0008045542,0.0005795198,0.0002137294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004652108,"about_ca_system_score_gemma":0.0004986521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008686901,"about_ca_topic_score_gemma":0.006880317,"domain_scores_codex":[0.9991605,0.0002330742,0.0001290421,0.0001841628,0.0001532283,0.0001400674],"domain_scores_gemma":[0.998616,0.0001932127,0.0005536996,0.0001398325,0.0001998566,0.0002974727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002855294,0.00001338092,0.999351,0.000005356079,0.00002467109,0.0000998641,0.00008802921,0.000008959741,0.00007414804,0.000003537125,0.0000200186,0.0002825854],"study_design_scores_gemma":[0.000004616124,0.00009788028,0.9983652,0.00001739,0.00002484483,0.0006740719,0.0005056641,0.0001042474,0.00006055517,0.000009979361,0.0001307349,0.000004809916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994234,0.0001852193,0.00004659821,0.000009681039,0.000002451775,0.000008580745,0.0002401831,0.000001086405,0.00008280722],"genre_scores_gemma":[0.9993801,0.0002063034,0.00007757258,0.00001759289,0.000005038377,0.00002580758,0.000230176,0.000001889474,0.00005556264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008686901,"threshold_uncertainty_score":0.01727265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005440786136301374,"score_gpt":0.2834928547375151,"score_spread":0.2780520686012137,"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."}}