{"id":"W3161654996","doi":"10.1097/cce.0000000000000399","title":"Comparing Renal Replacement Therapy Modalities in Critically Ill Patients With Acute Kidney Injury: A Systematic Review and Network Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Critical Care Explorations","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Centre Hospitalier Universitaire de Sherbrooke; Population Health Research Institute; University of Alberta; University of Manitoba; Université de Sherbrooke; McMaster University; Alberta Health Services; St. Michael's Hospital; Seven Oaks General Hospital; Impact","funders":"","keywords":"Renal replacement therapy; Acute kidney injury; Medicine; Critically ill; Modalities; Meta-analysis; Intensive care medicine; Treatment modality; Therapeutic modalities; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008375425,0.0007616812,0.01058989,0.0005084583,0.0002361066,0.0002423963,0.0002887959,0.0002738425,0.0005583775],"category_scores_gemma":[0.006694361,0.0004984674,0.001581986,0.002298811,0.0003459073,0.0002840539,0.0002384429,0.0009814643,0.00002088798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003857474,"about_ca_system_score_gemma":0.001209395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001158523,"about_ca_topic_score_gemma":0.00001096284,"domain_scores_codex":[0.9934233,0.001702632,0.001945766,0.001034198,0.001164047,0.0007299921],"domain_scores_gemma":[0.9919549,0.0008281266,0.0002066459,0.001475118,0.004632753,0.0009024779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00007299607,0.0003641071,0.00006830222,0.8707649,0.1111006,0.0001691927,0.000342701,3.865304e-7,2.823091e-8,0.003572228,0.01315472,0.0003899252],"study_design_scores_gemma":[0.0005781387,0.0006437717,0.000003299082,0.1390781,0.8139312,0.00003739259,0.0003871941,0.00001701356,2.417476e-7,0.00004222156,0.04466676,0.0006146033],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.804611e-7,0.987488,0.0008405444,0.003912532,0.00004592473,0.005305344,0.001966541,0.0000602014,0.0003798748],"genre_scores_gemma":[0.0001155424,0.9752944,0.002076962,0.007016121,0.00008401484,0.007746355,0.007370789,0.00009903732,0.0001967706],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7316867,"threshold_uncertainty_score":0.9997467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1881582066643445,"score_gpt":0.4355557426962225,"score_spread":0.2473975360318781,"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."}}