{"id":"W2764074945","doi":"10.1093/pch/20.5.e55","title":"60: Short-Term and Long-Term Outcomes of Neonatal Gram-Negative Sepsis in Canadian NICUs","year":2015,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Sepsis; Neonatal sepsis; Chorioamnionitis; Pediatrics; Demographics; Cohort; Retrospective cohort study; Birth weight; Gestational age; Internal medicine; Pregnancy; Demography; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003442617,0.0001689553,0.0004499403,0.0004460087,0.00008447324,0.00001244799,0.00007380659,0.00009295592,0.00002078565],"category_scores_gemma":[0.0001400304,0.0001430939,0.00006922084,0.0003608235,0.00006616696,0.0000948361,0.00005309213,0.0003222326,0.00001479094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003112701,"about_ca_system_score_gemma":0.0007983132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2055961,"about_ca_topic_score_gemma":0.3819722,"domain_scores_codex":[0.9985875,0.00004706363,0.0004053103,0.0002465154,0.0002431971,0.0004703616],"domain_scores_gemma":[0.9984905,0.0000777062,0.00009965806,0.0001929344,0.00009743612,0.001041765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002608321,0.00007196056,0.9891891,0.0001626205,0.00002675457,0.00009276975,0.001045884,0.000001992455,0.000001361852,0.0001701817,0.0003222645,0.008888974],"study_design_scores_gemma":[0.001118542,0.0002758135,0.9973589,0.00006586718,0.00003562823,0.0001161901,0.0001051677,0.00001177856,0.00002702365,0.0001784866,0.0005837923,0.0001228121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905322,0.002635868,0.00003251027,0.004835913,0.0003749311,0.0005179102,0.0001723591,0.00003062376,0.0008677228],"genre_scores_gemma":[0.9970458,0.001115757,0.0002123695,0.001227318,0.0001665914,0.00001382854,0.00007719252,0.0000203463,0.0001208504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1763762,"threshold_uncertainty_score":0.7996939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02860819355531937,"score_gpt":0.3167597993264268,"score_spread":0.2881516057711075,"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."}}