{"id":"W2022937011","doi":"10.1159/000142941","title":"Emerging Therapies for Extracorporeal Support","year":2008,"lang":"en","type":"review","venue":"Nephron Physiology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kidney Foundation of Canada","keywords":"Hemofiltration; Medicine; Intensive care medicine; Acute kidney injury; Sepsis; Septic shock; Context (archaeology); Extracorporeal; Internal medicine; Hemodialysis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007685729,0.0004052871,0.002084682,0.000210908,0.00008827249,0.0000081697,0.0001632607,0.0002446929,0.0005124495],"category_scores_gemma":[0.00001735346,0.0002660272,0.001384013,0.0001504796,0.000123389,0.00002623214,0.00007256426,0.0001867163,0.0001574299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006541115,"about_ca_system_score_gemma":0.0002450761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005984036,"about_ca_topic_score_gemma":0.000001074181,"domain_scores_codex":[0.9983243,0.00007813131,0.0005422957,0.0005205705,0.000152404,0.0003822554],"domain_scores_gemma":[0.9989499,0.0000968526,0.0003097489,0.0004603361,0.00005848234,0.0001246523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004591922,0.0001730695,3.208467e-7,0.009191279,0.001034295,0.00002929424,0.00003973796,4.694666e-7,0.00002664268,0.0004514544,0.0591037,0.9299038],"study_design_scores_gemma":[0.0004489181,0.0003035427,0.00008306466,0.001059801,0.001917059,0.00003555565,0.00001114451,0.00000523913,7.248344e-7,0.0001607222,0.9957328,0.0002414108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001488356,0.994501,0.00005744025,0.00007861438,0.0003387423,0.001339117,0.00005536497,0.00006704337,0.003547822],"genre_scores_gemma":[0.00001770976,0.9927367,0.0003140849,0.0005052871,0.001120163,0.0005204325,0.001829765,0.00007378753,0.002882084],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9366291,"threshold_uncertainty_score":0.9999792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04784887071478824,"score_gpt":0.3530403843387878,"score_spread":0.3051915136239995,"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."}}