{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001132633,0.0001723556,0.0004725893,0.0002751439,0.0001093859,0.00006372373,0.00006236159,0.00007377422,0.00004050804],"category_scores_gemma":[0.0001030747,0.0001430261,0.00005191618,0.0003865128,0.0002145461,0.0003056271,0.0002128921,0.000160685,0.000002378293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004131066,"about_ca_system_score_gemma":0.0000873379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004141388,"about_ca_topic_score_gemma":0.005355465,"domain_scores_codex":[0.9989387,0.0000756155,0.0003596981,0.0003390939,0.0001023335,0.0001845555],"domain_scores_gemma":[0.9994153,0.0001191485,0.00009066764,0.0001609605,0.0001124428,0.0001014359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003278924,0.00107186,0.993239,0.0002896844,0.0002619666,0.00005179895,0.0006683522,0.000007011929,0.001840422,0.0009645024,0.0005305198,0.0007469376],"study_design_scores_gemma":[0.002544211,0.001513965,0.9904551,0.0008299886,0.0003523575,0.000258711,0.0003916525,0.00002017565,0.001297573,0.001259213,0.0008984224,0.0001786635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927117,0.0009950529,0.00001392947,0.0001466932,0.0001650414,0.001303925,0.0002366547,0.00004847457,0.004378559],"genre_scores_gemma":[0.9986414,0.0006769246,0.00001493822,0.00009612022,0.00001984549,0.0001098103,0.00003400109,0.00001789583,0.0003891125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005929682,"threshold_uncertainty_score":0.6260567,"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."}}