{"id":"W4380448014","doi":"10.1093/ndt/gfad063b_4080","title":"#4080 NOVEL EXTRACORPOREAL TREATMENT FOR SEVERE NEONATAL JAUNDICE: A MATHEMATICAL MODELING STUDY WITH ALLO-HEMODIALYSIS","year":2023,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Kernicterus; Hemodialysis; Exchange transfusion; Jaundice; Bilirubin; Pediatrics; Internal medicine; Surgery; Gastroenterology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002822543,0.0002925904,0.0006021296,0.0002437675,0.0001860038,0.00001712333,0.00008868795,0.0002174831,0.00008762968],"category_scores_gemma":[0.00001653335,0.0002206127,0.0002103879,0.0004760276,0.0000656928,0.00008292983,0.000007298905,0.0001411228,0.00006004875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009935286,"about_ca_system_score_gemma":0.0001884853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001096846,"about_ca_topic_score_gemma":0.0003024941,"domain_scores_codex":[0.998085,0.00003867526,0.000488885,0.0005737167,0.000342816,0.0004709543],"domain_scores_gemma":[0.9989939,0.0002601694,0.0001079093,0.0002961526,0.0001160201,0.0002258315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.2634785,0.02521342,0.06981008,0.01274881,0.01982043,0.006142942,0.05541661,0.05455672,0.2244701,0.001062588,0.0007454851,0.2665344],"study_design_scores_gemma":[0.1199969,0.02801163,0.02905022,0.0004143767,0.03465988,0.004269438,0.00631527,0.7577252,0.01418743,0.001607351,0.001412655,0.002349601],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658675,0.00003445137,0.03140648,0.0005644818,0.00003146485,0.001483762,0.0002264559,0.0002073522,0.0001780417],"genre_scores_gemma":[0.9920611,0.0001061729,0.00330819,0.0002704288,0.0002195391,0.0006794405,0.002850938,0.00004007018,0.0004640988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7031685,"threshold_uncertainty_score":0.8996323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0323634898857109,"score_gpt":0.3083871345150809,"score_spread":0.27602364462937,"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."}}