{"id":"W6920971129","doi":"10.6084/m9.figshare.15094903","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":"Open MIND","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":[0.001813558,0.0008924514,0.0008308823,0.00174664,0.001075234,0.0008991226,0.001377321,0.0007949887,0.5651302],"category_scores_gemma":[0.03279363,0.0004326725,0.0008646004,0.002554471,0.0001511641,0.00108851,0.0007345873,0.0008357406,0.02971611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008542166,"about_ca_system_score_gemma":0.001676037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01475841,"about_ca_topic_score_gemma":0.02256988,"domain_scores_codex":[0.999172,0.0001915307,0.0002057249,0.000145692,0.0001567182,0.0001284389],"domain_scores_gemma":[0.9830511,0.01116482,0.001986807,0.0009369211,0.002523129,0.0003372122],"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":[0.001216788,0.0002817165,0.04270795,0.003131955,0.0001968058,0.0001662397,0.0001959432,0.0007087323,0.0001485283,0.0008570474,0.936378,0.01401038],"study_design_scores_gemma":[0.01606071,0.002122572,0.592032,0.01091528,0.001202861,0.002098246,0.002115751,0.006408394,0.002034879,0.007046736,0.3575628,0.0003998425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001660631,0.00001817274,0.0001957775,0.00006231436,0.00001538697,0.0001612687,0.9971456,0.00004577183,0.0006950371],"genre_scores_gemma":[0.05733922,0.0001721264,0.003761564,0.0003689709,0.00009554034,0.006911037,0.9222968,0.0001743933,0.008880398],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5651302,"threshold_uncertainty_score":0.620289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181436699689728,"score_gpt":0.2771341120262973,"score_spread":0.2653197450294001,"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."}}