{"id":"W2782227707","doi":"10.3201/eid2402.171018","title":"Development of a Pediatric Ebola Predictive Score, Sierra Leone1","year":2018,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Response Biomedical (Canada)","funders":"Medical Research Council; National Institute for Health and Care Research; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; University College London; Great Ormond Street Hospital for Children; Wellcome Trust; London School of Hygiene and Tropical Medicine","keywords":"Sierra leone; Logistic regression; Medicine; Ebola virus; Triage; Receiver operating characteristic; Pediatrics; Internal medicine; Disease; Emergency medicine","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":[0.0001396165,0.0001708783,0.0002740774,0.0004450219,0.0003123278,0.00001999275,0.00006766045,0.00006584307,0.0006344536],"category_scores_gemma":[0.0002062638,0.000149727,0.00013521,0.0007318505,0.0001684512,0.0001171125,0.00009227369,0.0001581706,0.0001361635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001234008,"about_ca_system_score_gemma":0.000481108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008220749,"about_ca_topic_score_gemma":0.00004030698,"domain_scores_codex":[0.9985794,0.00004112578,0.0003489276,0.0002891387,0.0003932587,0.0003481494],"domain_scores_gemma":[0.9989459,0.00004436457,0.0001045923,0.0002327071,0.0004146929,0.0002577699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003003879,0.001303486,0.9616613,0.0003570976,0.0003736919,0.00002288912,0.00123545,0.00002435195,0.004013764,0.000171139,0.004769911,0.02576647],"study_design_scores_gemma":[0.002291058,0.00144053,0.9743459,0.0001484078,0.0004682606,0.00005080274,0.000250942,0.0007576986,0.009096166,0.0001610591,0.01063601,0.0003531339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828361,0.0003976578,0.002476541,0.00004465976,0.0003411305,0.000370607,0.0000175249,0.0002215722,0.0132942],"genre_scores_gemma":[0.997961,0.00008179257,0.0002890373,0.00006612377,0.0009473103,0.00006743654,0.00002159197,0.00002920914,0.0005364571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02541333,"threshold_uncertainty_score":0.6946822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02401737358815108,"score_gpt":0.319505182748999,"score_spread":0.2954878091608479,"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."}}