{"id":"W4294794370","doi":"10.1007/s00134-022-06851-6","title":"Delivering optimal renal replacement therapy to critically ill patients with acute kidney injury","year":2022,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Ottawa; Centre Hospitalier de l’Université de Montréal; Alberta Health Services; Queen's University; McMaster University; University of Toronto; St. Michael's Hospital","funders":"National Institute for Health and Care Research","keywords":"Medicine; Renal replacement therapy; Acute kidney injury; Intensive care medicine; Critically ill; Medical prescription; Discontinuation; Intensive care unit; Critical illness; Anesthesiology; Internal medicine; Anesthesia; Pharmacology","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004163461,0.001107447,0.003624846,0.001042224,0.0002370439,0.00003005151,0.0007133294,0.0003261954,0.005966727],"category_scores_gemma":[0.01458305,0.0007061718,0.0004632235,0.001117186,0.0004823229,0.00008646948,0.0007274231,0.002138715,0.0001521254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00175576,"about_ca_system_score_gemma":0.002137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001158792,"about_ca_topic_score_gemma":0.000001096945,"domain_scores_codex":[0.9933254,0.00030141,0.001254595,0.001469168,0.002549261,0.001100231],"domain_scores_gemma":[0.9733882,0.0003062725,0.0003229718,0.001567253,0.0223113,0.002104023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004345383,0.00009645965,0.00007932544,0.003955955,0.002321796,0.001702468,0.001461526,5.063137e-8,0.00001230638,0.000008154965,0.4736006,0.512416],"study_design_scores_gemma":[0.004124685,0.01990991,0.00002737513,0.02228614,0.00265719,0.0004188245,0.001598071,0.000001446221,0.00001658427,8.220779e-7,0.9483178,0.000641136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000420114,0.9682082,0.0003055162,0.01308953,0.001471529,0.008842749,0.004330684,0.0002537021,0.003077972],"genre_scores_gemma":[0.00001808904,0.8948579,0.0009922886,0.09323825,0.0007915512,0.001342356,0.007575839,0.0002980827,0.0008855963],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5117749,"threshold_uncertainty_score":0.999539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04671952766472266,"score_gpt":0.3852994621790207,"score_spread":0.3385799345142981,"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."}}