{"id":"W3093786948","doi":"10.1016/j.jped.2020.10.002","title":"Predicting mortality in pediatric sepsis: A laudable but elusive goal","year":2020,"lang":"en","type":"letter","venue":"Jornal de Pediatria","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Child and Family Research Institute; BC Children's Hospital; University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Sepsis; Intensive care medicine; Internal 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":[0.004674227,0.0009067989,0.002024624,0.001098376,0.002273896,0.003219213,0.001638662,0.01859432,0.00213489],"category_scores_gemma":[0.03880546,0.0006637514,0.001023591,0.0005548066,0.001908796,0.00417095,0.001772408,0.03224159,0.002268948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003224461,"about_ca_system_score_gemma":0.004568898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004690819,"about_ca_topic_score_gemma":0.008145235,"domain_scores_codex":[0.9955432,0.001740294,0.0009623489,0.000472958,0.0008543935,0.0004269104],"domain_scores_gemma":[0.9710929,0.01578575,0.001340426,0.000532083,0.006836313,0.004412583],"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":[0.0001050229,0.0001368712,0.0171069,0.0002895429,0.00007254488,0.006919704,0.000303546,0.0003613561,0.0003863588,0.004749108,0.895376,0.07419311],"study_design_scores_gemma":[0.0003924271,0.000450401,0.02833885,0.005826379,0.0003470944,0.03368735,0.0041546,0.005146989,0.0009774294,0.05250131,0.8678504,0.0003267935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006132986,0.004006122,0.0002666686,0.9856452,0.00861911,0.00000452528,0.0000267882,0.0000172921,0.0008009544],"genre_scores_gemma":[0.02134475,0.01587048,0.003034168,0.766273,0.1906631,0.00006542126,0.0001314308,0.00006048147,0.002557251],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01859432,"threshold_uncertainty_score":0.02471995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05775285678097673,"score_gpt":0.3238283894196588,"score_spread":0.2660755326386821,"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."}}