{"id":"W2898345156","doi":"10.1097/pcc.0000000000001764","title":"Performance of Pediatric Mortality Prediction Scores for PICU Mortality and 90-Day Mortality*","year":2018,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Receiver operating characteristic; Pediatric intensive care unit; Risk of mortality; Pediatrics; Mortality rate; Confidence interval; Emergency medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01092624,0.0008281399,0.001008254,0.0009508365,0.0001804671,0.0008708275,0.0004936754,0.0006589633,0.0008991645],"category_scores_gemma":[0.03310044,0.0002057463,0.001110377,0.0006720991,0.0004952427,0.0007380564,0.0006523121,0.0009204083,0.0002045473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005590842,"about_ca_system_score_gemma":0.0009632936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00118841,"about_ca_topic_score_gemma":0.000766731,"domain_scores_codex":[0.9909694,0.005893114,0.0006815828,0.0007574497,0.001442394,0.0002560145],"domain_scores_gemma":[0.9709793,0.0160463,0.008797149,0.001017198,0.002351513,0.0008086012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0123314,0.0003428109,0.9507835,0.0002151426,0.001085141,0.00002719119,0.00009043947,0.002584899,0.0003307397,0.0001250709,0.0004757336,0.0316079],"study_design_scores_gemma":[0.001605964,0.01205881,0.967316,0.0001957391,0.0006455039,0.000269274,0.0001039686,0.01542054,0.001315824,0.0002616829,0.0007522959,0.00005429287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991759,0.002994431,0.003081789,0.0001188919,0.00005556751,0.0002690743,0.0006035188,0.00003219082,0.001085577],"genre_scores_gemma":[0.9960045,0.0003559483,0.002391863,0.00005994128,0.00003777688,0.0002510415,0.0007819289,0.000007066902,0.000110004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01092624,"threshold_uncertainty_score":0.05778414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06384694122615146,"score_gpt":0.3899653958427367,"score_spread":0.3261184546165852,"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."}}