{"id":"W3207509084","doi":"10.1097/mat.0000000000001601","title":"Acute Kidney Injury and Fluid Overload in Pediatric Extracorporeal Cardio-Pulmonary Resuscitation: A Multicenter Retrospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; McGill University Health Centre; Hospital for Sick Children","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Acute kidney injury; Discontinuation; Extracorporeal cardiopulmonary resuscitation; Retrospective cohort study; Multicenter trial; Resuscitation; Internal medicine; Extracorporeal; Cardiopulmonary resuscitation; Anesthesia; Multicenter study; Randomized controlled trial","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":[0.0006357446,0.0002043239,0.0003746333,0.0001870788,0.00009388539,0.0001116943,0.0001295374,0.0001016409,0.0001595592],"category_scores_gemma":[0.0001281693,0.0002087684,0.00009163287,0.0004015037,0.00001720617,0.0003880037,0.00005919192,0.0006399867,0.00001859033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195159,"about_ca_system_score_gemma":0.000097624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009156517,"about_ca_topic_score_gemma":0.0000148289,"domain_scores_codex":[0.9982167,0.0001396303,0.0005286792,0.0003181941,0.0004835087,0.0003132613],"domain_scores_gemma":[0.9991466,0.00004179585,0.00008609991,0.0002428559,0.0001466919,0.000335979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003510443,0.00009658952,0.9938224,0.00002677016,0.0001979699,0.002550935,0.0002750912,0.00005943247,0.00120271,0.00001689138,0.001341867,0.0003742719],"study_design_scores_gemma":[0.0007663625,0.00006851001,0.9964814,0.00002542401,0.0001852498,0.0004169898,0.0001774317,0.0010745,0.0001296023,0.0001962266,0.0002559526,0.0002223495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961405,0.0005378421,0.0001323721,0.00005120324,0.0009181367,0.0002190577,0.00004305355,0.00006235288,0.001895477],"genre_scores_gemma":[0.9987665,0.0002761518,0.0002730529,0.00008701286,0.0004636796,0.00001922026,0.00001578671,0.00003658802,0.00006204432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002659034,"threshold_uncertainty_score":0.851333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007700520353608222,"score_gpt":0.2364321786699029,"score_spread":0.2287316583162947,"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."}}