{"id":"W2320149325","doi":"10.1097/ccm.0000000000000432","title":"The Timing of Renal Replacement Therapy Initiation in Acute Kidney Injury","year":2014,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; St. Michael's Hospital","funders":"","keywords":"Medicine; Renal replacement therapy; Nephrology; Acute kidney injury; Emergency department; Emergency medicine; Family medicine; University hospital; Internal medicine; Intensive care medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001284496,0.0004154291,0.001038078,0.0004423976,0.000135108,0.00002086782,0.0004238642,0.0007607444,0.001015986],"category_scores_gemma":[0.00745018,0.000252129,0.0001626699,0.0004208668,0.00130958,0.0000576959,0.0001230985,0.003188043,0.00003272991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003586615,"about_ca_system_score_gemma":0.0007158386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005518295,"about_ca_topic_score_gemma":0.000001240606,"domain_scores_codex":[0.995286,0.000468627,0.001043241,0.0005905291,0.001836774,0.0007747541],"domain_scores_gemma":[0.9959531,0.001393461,0.0001589915,0.001109109,0.0009990496,0.0003862298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001048059,0.00002924605,0.0004337602,0.0008607068,0.000119613,0.0004717769,0.0005381632,7.291944e-9,0.001173816,0.0001159478,0.9915354,0.003673459],"study_design_scores_gemma":[0.003387188,0.004163444,0.000219861,0.002256545,0.0003646387,0.0001139855,0.0003333459,0.00005951733,0.002233112,0.0002793719,0.9863458,0.0002431966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005285879,0.001195909,0.0002380517,0.9833257,0.0007134654,0.001015597,0.0002448178,0.00004826063,0.01268965],"genre_scores_gemma":[0.06351069,0.001008789,0.0002050876,0.9233539,0.006999137,0.0002931175,0.003210652,0.0001267012,0.001291948],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0629821,"threshold_uncertainty_score":0.9999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06092626682149124,"score_gpt":0.4050630767010677,"score_spread":0.3441368098795765,"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."}}