{"id":"W6939557589","doi":"10.6084/m9.figshare.15094903.v1","title":"Additional file 1 of Prospective validation of pediatric disease severity scores to predict mortality in Ugandan children presenting with malaria and non-malaria febrile illness","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Malaria; Odds ratio; Odds; Severity of illness; Disease; Prospective cohort study; Missing data; MEDLINE","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00199168,0.0009272467,0.0008872646,0.001955,0.001079277,0.0009859467,0.001508446,0.0008112817,0.6277471],"category_scores_gemma":[0.03653555,0.0004685442,0.000994215,0.002927362,0.0001731654,0.001164174,0.0008251329,0.0008218571,0.0404013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008113508,"about_ca_system_score_gemma":0.001590481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0132429,"about_ca_topic_score_gemma":0.0203143,"domain_scores_codex":[0.9990858,0.0002295718,0.0002036751,0.0001729422,0.0001658329,0.000142249],"domain_scores_gemma":[0.9793753,0.01434515,0.002114866,0.001247339,0.002522813,0.0003945373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001015661,0.0001936279,0.02992323,0.002828615,0.0001773736,0.000121054,0.0001517206,0.0006078525,0.0001063344,0.0007713406,0.9520804,0.01202274],"study_design_scores_gemma":[0.01696401,0.001923006,0.5314683,0.01191799,0.001300746,0.002015952,0.001775836,0.006097365,0.00180696,0.007485681,0.4168405,0.0004036526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001083198,0.00001752038,0.0001814172,0.00005363532,0.00001430646,0.0001194697,0.9978364,0.00005230714,0.0006418077],"genre_scores_gemma":[0.04534893,0.0001542392,0.003485573,0.0003366396,0.00008594093,0.005269375,0.9366547,0.0002215642,0.008442877],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6277471,"threshold_uncertainty_score":0.5309736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131939501232046,"score_gpt":0.2517261999317095,"score_spread":0.2404068049193891,"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."}}