{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008412122,0.00062996,0.001190219,0.001044624,0.001183022,0.004218918,0.001291354,0.006280952,0.01650395],"category_scores_gemma":[0.03750374,0.0002835882,0.001217578,0.0008368531,0.002502886,0.006389553,0.001948798,0.01931414,0.009268937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147691,"about_ca_system_score_gemma":0.001623122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009639899,"about_ca_topic_score_gemma":0.001190937,"domain_scores_codex":[0.9956091,0.002091843,0.0004262221,0.0004098309,0.001162178,0.0003008546],"domain_scores_gemma":[0.9701708,0.0161832,0.001928742,0.0009063978,0.006762546,0.004048263],"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":[0.0002647396,0.0001012269,0.001369627,0.001338473,0.0001008347,0.0002604124,0.0003139069,0.00007109542,0.0002655714,0.002033324,0.8703172,0.1235636],"study_design_scores_gemma":[0.000333389,0.0005651588,0.004251223,0.006618368,0.0001602701,0.002137941,0.001273136,0.0002648369,0.0003645224,0.01244346,0.9714461,0.00014155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00104239,0.05983365,0.0007446886,0.8924652,0.04285822,0.00002774363,0.0001109321,0.0001251003,0.002792123],"genre_scores_gemma":[0.01107496,0.0782638,0.001421894,0.7524827,0.1478344,0.00009676287,0.0001899083,0.0001438732,0.008491777],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01650395,"threshold_uncertainty_score":0.05521125,"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."}}