{"id":"W4389727296","doi":"10.1097/cce.0000000000001010","title":"Anakinra Removal by Continuous Renal Replacement Therapy: An Ex Vivo Analysis","year":2023,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health; University of Waterloo","keywords":"Medicine; Hemofiltration; Renal replacement therapy; Anakinra; Hemodialysis; Sepsis; Urology; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003428232,0.0001861865,0.0003904699,0.0004491701,0.0002920848,0.0001197526,0.0001699611,0.0001293772,0.001922717],"category_scores_gemma":[0.001118465,0.0001680571,0.0002065417,0.002108839,0.0002436699,0.000293427,0.00007209105,0.0003080602,0.0003367351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001389929,"about_ca_system_score_gemma":0.0002281589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003859062,"about_ca_topic_score_gemma":0.00003122288,"domain_scores_codex":[0.9976141,0.0001943399,0.0003701496,0.0005369929,0.0007689382,0.0005154307],"domain_scores_gemma":[0.9975972,0.0002277671,0.00002688429,0.0007967847,0.0007485264,0.00060285],"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":[0.00113559,0.0008589875,0.005758591,0.0001183008,0.001225373,0.00104516,0.006998087,0.00001507114,0.0814433,0.007085747,0.884365,0.009950774],"study_design_scores_gemma":[0.007327403,0.009058539,0.004633999,0.0001219964,0.003479336,0.0001553825,0.07199897,0.01062351,0.05436911,0.001825459,0.8349206,0.001485706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.83481,0.00203955,0.02423698,0.08981846,0.000773049,0.002773048,0.004712095,0.002345873,0.03849097],"genre_scores_gemma":[0.9893181,0.0001096922,0.001382508,0.001372473,0.0003391788,0.0002871806,0.004029787,0.00004848852,0.003112547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1545082,"threshold_uncertainty_score":0.9989896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0801005796396849,"score_gpt":0.4159256868191024,"score_spread":0.3358251071794175,"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."}}