{"id":"W3131942650","doi":"10.1016/j.ccc.2020.11.005","title":"Starting Kidney Replacement Therapy in Critically III Patients with Acute Kidney Injury","year":2021,"lang":"en","type":"review","venue":"Critical Care Clinics","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Alberta; Alberta Health Services","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Baxter International","keywords":"Medicine; Acute kidney injury; Critically ill; Intensive care medicine; Renal replacement therapy; Critical illness; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001088656,0.001009221,0.004186949,0.0004559247,0.0001804533,0.0001731455,0.0005851619,0.001137285,0.001439419],"category_scores_gemma":[0.02798704,0.0007726832,0.0008836702,0.00110331,0.0006674751,0.0001778914,0.0005439368,0.003497811,0.000136516],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009030121,"about_ca_system_score_gemma":0.009874233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009219137,"about_ca_topic_score_gemma":0.000001060294,"domain_scores_codex":[0.9915577,0.0008419281,0.002509353,0.001735202,0.001808878,0.001546967],"domain_scores_gemma":[0.9894233,0.001546687,0.000231621,0.001990973,0.003478388,0.003329017],"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":[0.00215995,0.002233394,0.00392115,0.04286332,0.001169512,0.002630477,0.0003442348,5.199036e-9,6.447055e-7,0.000875733,0.161805,0.7819965],"study_design_scores_gemma":[0.004367113,0.004658639,0.0000248593,0.03407675,0.002006451,0.00002830219,0.0002030977,0.000004017532,0.000005157363,0.00005914732,0.9537573,0.0008090988],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001799534,0.9792076,0.0001035586,0.00470699,0.001136724,0.00430883,0.006573966,0.0001860061,0.003596337],"genre_scores_gemma":[0.0001103718,0.9643807,0.002833188,0.02253958,0.0005447977,0.0006960086,0.008140893,0.0003126117,0.0004418689],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7919524,"threshold_uncertainty_score":0.9994734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07265386741677926,"score_gpt":0.4636065458236692,"score_spread":0.39095267840689,"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."}}