{"id":"W3121433328","doi":"10.1159/000512538","title":"Acute Kidney Injury, Fluid Overload, and Renal Replacement Therapy Differ by Underlying Diagnosis in Neonatal Extracorporeal Support and Impact Mortality Disparately","year":2021,"lang":"en","type":"article","venue":"Blood Purification","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Renal replacement therapy; Extracorporeal membrane oxygenation; Acute kidney injury; Internal medicine; Congenital diaphragmatic hernia; Kidney disease; Extracorporeal; ARDS; Intensive care medicine; Pediatrics; Lung","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":[0.002246017,0.0003452789,0.0004507751,0.001084391,0.0003525334,0.0008549669,0.0005528719,0.0006586812,0.001324379],"category_scores_gemma":[0.008831989,0.000349297,0.0008599845,0.001256065,0.0004354846,0.0006342037,0.000812966,0.0006330554,0.0002158738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003508352,"about_ca_system_score_gemma":0.0004517073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002993551,"about_ca_topic_score_gemma":0.003384583,"domain_scores_codex":[0.9977939,0.0009402336,0.0002345322,0.0003692059,0.0003856938,0.0002763185],"domain_scores_gemma":[0.9951771,0.001434618,0.002213371,0.0003980776,0.0003189551,0.0004578039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005569451,0.00001248377,0.9993143,0.000003299235,0.00004245457,0.00003123372,0.00002053029,0.00001742525,0.00005607558,0.000007102988,0.00001861493,0.0004207657],"study_design_scores_gemma":[0.000004186176,0.00005310748,0.9992921,0.000008263861,0.00003372747,0.0002388084,0.00008248118,0.0001637402,0.00005208273,0.00002536236,0.00004337782,0.000002788414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992099,0.0003266168,0.00008357281,0.00004222625,0.000005802513,0.000004990082,0.0001510213,0.000001478182,0.0001743973],"genre_scores_gemma":[0.9994467,0.0001064688,0.0001039826,0.00003017326,0.00001428833,0.000006077564,0.0002462842,0.000001444826,0.00004454299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002993551,"threshold_uncertainty_score":0.01187825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0479092148111079,"score_gpt":0.3679366526368046,"score_spread":0.3200274378256967,"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."}}