{"id":"W4285593400","doi":"10.1590/2175-8239-jbn-2022-0013en","title":"Acute kidney injury outcomes in covid-19 patients: systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Brazilian Journal of Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mechanical ventilation; Meta-analysis; Acute kidney injury; Context (archaeology); Kidney disease; Renal replacement therapy; Intensive care medicine; Systematic review; Internal medicine; Complication; Cohort study; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003861345,0.0007865181,0.02279703,0.003181785,0.0001115084,0.00004161467,0.0009577987,0.0004300546,0.009530847],"category_scores_gemma":[0.00810741,0.0004806766,0.005493534,0.002400988,0.000252132,0.0002133826,0.0004214744,0.002296986,0.0000425819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007292358,"about_ca_system_score_gemma":0.002797328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008991247,"about_ca_topic_score_gemma":0.000003167097,"domain_scores_codex":[0.9896587,0.003740836,0.004225529,0.0006149355,0.001137882,0.0006220985],"domain_scores_gemma":[0.9923508,0.00110774,0.003353183,0.001139798,0.0003018105,0.001746645],"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":[0.00009481625,0.000252112,0.0001133867,0.5531396,0.3507994,0.001053908,0.00004120965,2.406019e-8,5.737731e-8,0.000007242932,0.09337784,0.00112041],"study_design_scores_gemma":[0.0005719603,0.0006403862,0.000007734015,0.004123581,0.5253813,0.001235479,0.000006097308,2.349039e-7,1.027452e-8,0.00001295475,0.4678467,0.0001735099],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002650974,0.9833171,0.00001368704,0.01115325,0.00009446288,0.003636683,0.001683607,0.00001458102,0.00008397058],"genre_scores_gemma":[0.000001796568,0.9371342,0.0001911358,0.06071152,0.00003916839,0.0004716628,0.0003729571,0.00007436742,0.001003169],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.549016,"threshold_uncertainty_score":0.9997645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09126013280271425,"score_gpt":0.4293262799681541,"score_spread":0.3380661471654398,"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."}}