{"id":"W2762368536","doi":"10.1093/pch/19.6.e35-69","title":"71: Impact of a Novel Predictive Model for Early-Onset Neonatal Sepsis Evaluation","year":2014,"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; Pediatrics; Gestational age; Retrospective cohort study; Sepsis; Neonatal sepsis; Cohort; Rupture of membranes; Asymptomatic; Multivariate analysis; Obstetrics; Pregnancy; Internal medicine","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":[0.009609402,0.001761426,0.001540483,0.001362122,0.0004923839,0.002414192,0.001388771,0.0009332573,0.003535589],"category_scores_gemma":[0.02212592,0.0004152602,0.002090664,0.0007367778,0.0002594218,0.001206138,0.001332048,0.002023021,0.0007891008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228972,"about_ca_system_score_gemma":0.003348434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02000326,"about_ca_topic_score_gemma":0.009042992,"domain_scores_codex":[0.9973869,0.00157232,0.0001713869,0.0003727349,0.0003403703,0.0001563584],"domain_scores_gemma":[0.9913516,0.00630098,0.0004242704,0.0003143851,0.00126126,0.0003474597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005878748,0.001551785,0.3407418,0.0003361269,0.002342569,0.0004633271,0.0001152843,0.4269146,0.0009940707,0.003311283,0.01649557,0.2008549],"study_design_scores_gemma":[0.0001001302,0.0002436642,0.007195655,0.00004328126,0.0001820141,0.0000851337,0.00002763565,0.9905301,0.0001778265,0.0009079221,0.000485701,0.00002089995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6744909,0.003857847,0.2922125,0.009360735,0.001558932,0.0008499831,0.005739397,0.003954176,0.007975579],"genre_scores_gemma":[0.9533795,0.0004775228,0.0409615,0.0004592682,0.0002293263,0.0002314438,0.002629373,0.0001506683,0.001481366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02000326,"threshold_uncertainty_score":0.05081999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03234258833308459,"score_gpt":0.3485363325286215,"score_spread":0.3161937441955369,"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."}}