{"id":"W4313558920","doi":"10.1186/s13054-022-04294-5","title":"Epidemiology and outcomes of early-onset AKI in COVID-19-related ARDS in comparison with non-COVID-19-related ARDS: insights from two prospective global cohort studies","year":2023,"lang":"en","type":"article","venue":"Critical Care","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"Fundación Bancaria Caixa d'Estalvis i Pensions de Barcelona; European Society of Intensive Care Medicine; University of Queensland; Extracorporeal Life Support Organization; St. Michael's Hospital Foundation; Università degli Studi di Milano-Bicocca; Università degli Studi di Milano; “la Caixa” Foundation; Prince Charles Hospital Foundation; Health Research Board","keywords":"ARDS; Medicine; Mechanical ventilation; Incidence (geometry); Acute kidney injury; Cohort; Prospective cohort study; Intensive care medicine; Internal medicine; Epidemiology; Cohort study; Lung","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00241688,0.0004427641,0.0004941115,0.002088349,0.0004824585,0.001227314,0.0005624498,0.0006037086,0.000804808],"category_scores_gemma":[0.00406051,0.0003009622,0.001274287,0.002614462,0.000533376,0.000931581,0.001485947,0.0007026089,0.0001230177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005601477,"about_ca_system_score_gemma":0.0005615266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008903873,"about_ca_topic_score_gemma":0.00822364,"domain_scores_codex":[0.9988154,0.0003381311,0.0001634015,0.000310062,0.0001582887,0.0002147671],"domain_scores_gemma":[0.9956269,0.0005192088,0.00219435,0.0004184963,0.0004658838,0.0007751831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009654617,0.00001252382,0.9992183,0.000007127785,0.00008626969,0.00003768103,0.00006978621,0.00001934438,0.00004077513,0.00001486146,0.00003892702,0.0003577386],"study_design_scores_gemma":[0.000005370275,0.00005464444,0.9994612,0.000006746031,0.00003508783,0.000119776,0.0001812186,0.00004487404,0.00001070177,0.0000140381,0.00006290958,0.000003460809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983619,0.0005081921,0.00006706832,0.00004839839,0.000006206454,0.000009113871,0.0007825872,0.000001968494,0.0002146121],"genre_scores_gemma":[0.9981762,0.000338671,0.00007453199,0.00002678307,0.00001220323,0.00001155802,0.001311717,0.000002875409,0.00004533425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008903873,"threshold_uncertainty_score":0.01770407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09077811622909548,"score_gpt":0.4889042155993019,"score_spread":0.3981260993702064,"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."}}