{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003089329,0.0007361924,0.0004438435,0.002724066,0.0002384901,0.0009053965,0.0005026924,0.0003249983,0.0008290096],"category_scores_gemma":[0.01136971,0.0002709869,0.0004079754,0.001066687,0.0002873402,0.0007052153,0.0007061054,0.000618926,0.0002472854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004484578,"about_ca_system_score_gemma":0.000985112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005346993,"about_ca_topic_score_gemma":0.004793188,"domain_scores_codex":[0.9990981,0.0003707188,0.0001206178,0.00009678834,0.0002209595,0.00009283017],"domain_scores_gemma":[0.9973326,0.0009035204,0.000735385,0.00008603661,0.00072437,0.0002181272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009867675,0.00002673722,0.9882538,0.00001779713,0.00004948302,0.00006791352,0.00005689261,0.0007018037,0.0001226099,0.00006843513,0.0003975769,0.01013825],"study_design_scores_gemma":[0.00007219043,0.0006610484,0.9785829,0.0001103157,0.000125202,0.0008812394,0.0003871292,0.01563622,0.0009485653,0.0002424631,0.00233274,0.00001992788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919506,0.0005483839,0.003348315,0.0002900553,0.00004848823,0.0001690396,0.001274583,0.0001067134,0.002263868],"genre_scores_gemma":[0.9890664,0.0003995009,0.008292909,0.00004929808,0.00003148698,0.0001564438,0.001676429,0.00001465577,0.000312889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005346993,"threshold_uncertainty_score":0.01633811,"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."}}