{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004964103,0.0008038167,0.00103768,0.0006461651,0.0007136855,0.001192348,0.00132781,0.002442783,0.003713415],"category_scores_gemma":[0.001429426,0.0003958583,0.001521348,0.0004626675,0.0006898328,0.000749475,0.0008427126,0.001209167,0.0002839123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175016,"about_ca_system_score_gemma":0.001542344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03077552,"about_ca_topic_score_gemma":0.01301764,"domain_scores_codex":[0.9998122,0.00006312335,0.000008799323,0.00003051151,0.00003829403,0.00004708342],"domain_scores_gemma":[0.9990155,0.0006156266,0.0001097037,0.000021474,0.0001752125,0.00006261271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003217209,0.00009147006,0.001590057,0.00005351719,0.00002666039,0.0001509148,0.00003202851,0.9900466,0.0003817611,0.005260875,0.0005869865,0.001747073],"study_design_scores_gemma":[0.000006678795,0.00001478636,0.0001508711,0.000007295895,0.000008538269,0.00001344149,0.00002107078,0.9989465,0.00004167541,0.0004744635,0.0003103711,0.000004346033],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6601534,0.006115425,0.242675,0.004875554,0.0005203761,0.0004169043,0.001669344,0.0003719568,0.08320211],"genre_scores_gemma":[0.9598825,0.001599145,0.02163602,0.0003985791,0.0001082686,0.0004300288,0.0004545437,0.00006235835,0.01542852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03077552,"threshold_uncertainty_score":0.06119275,"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."}}