{"id":"W4281682758","doi":"10.34067/kid.0000972022","title":"Intensive RRT for AKI: Dial Down Your Enthusiasm!","year":2022,"lang":"en","type":"article","venue":"Kidney360","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Proinflammatory cytokine; Medicine; Renal replacement therapy; Hemofiltration; Sepsis; Acute kidney injury; Intensive care medicine; Dialysis; Context (archaeology); Hemodialysis; Internal medicine; Inflammation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004840922,0.0002093196,0.0003975542,0.0002461261,0.0003763626,0.0000287878,0.0003151176,0.00008310589,0.005854549],"category_scores_gemma":[0.002611398,0.0001932859,0.0002505248,0.0003814343,0.0001228849,0.00008261219,0.0004271422,0.0006293979,0.0002499299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003423,"about_ca_system_score_gemma":0.0007783626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006389621,"about_ca_topic_score_gemma":0.000001921946,"domain_scores_codex":[0.9976964,0.00008588919,0.0003208753,0.0004706707,0.0007713987,0.0006547684],"domain_scores_gemma":[0.9980273,0.0001551238,0.00008484282,0.0005540869,0.0004886946,0.0006900047],"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":[0.001321917,0.0001846425,0.0019746,0.00007293745,0.0001616074,0.0001696462,0.001386527,9.16797e-7,0.009825352,0.0004631611,0.9814458,0.002992929],"study_design_scores_gemma":[0.004341878,0.001559861,0.001600688,0.0000219107,0.0001437832,0.0003612359,0.001924532,0.0005092705,0.00506553,0.0003002614,0.9839241,0.0002469743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5162866,0.001165572,0.00319232,0.3197818,0.009719819,0.01335731,0.0133895,0.001300546,0.1218066],"genre_scores_gemma":[0.9206723,0.000030982,0.001929376,0.02963292,0.001506288,0.001935456,0.001401895,0.0001265542,0.04276422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4043857,"threshold_uncertainty_score":0.9950542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05755045002423412,"score_gpt":0.3644652565241763,"score_spread":0.3069148064999422,"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."}}