{"id":"W2078988527","doi":"10.1159/000224788","title":"Renal Replacement Therapy for Acute Kidney Injury","year":2009,"lang":"en","type":"review","venue":"Nephron Clinical Practice","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Renal replacement therapy; Medicine; Acute kidney injury; Nephrology; Intensive care medicine; Hemodialysis; Kidney; Kidney disease; Internal medicine","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.007713252,0.0008705512,0.004227149,0.0002897781,0.0002089625,0.0001290457,0.0007525744,0.001679565,0.001138377],"category_scores_gemma":[0.03549846,0.0006390339,0.002208317,0.0005897768,0.0002737927,0.0004265129,0.0002295155,0.003998896,0.001223889],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004816515,"about_ca_system_score_gemma":0.006521649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008049729,"about_ca_topic_score_gemma":1.402338e-7,"domain_scores_codex":[0.991133,0.001598593,0.003240958,0.001641351,0.001391769,0.0009943135],"domain_scores_gemma":[0.9851403,0.007822343,0.00196648,0.002402028,0.0008504448,0.001818396],"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":[0.0053004,0.0008270069,7.124059e-7,0.00112198,0.002014412,0.00007982966,0.000004655396,7.013521e-10,0.000001011519,0.00005072978,0.4865341,0.5040652],"study_design_scores_gemma":[0.004631304,0.01226198,0.000002776503,0.004569924,0.009471887,0.0004513657,0.000005347396,0.000005749278,0.000003236722,0.00005639983,0.9679918,0.0005482082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.726215e-7,0.9491239,0.0003597364,0.02146067,0.001149176,0.008570137,0.001356788,0.0002151452,0.01776399],"genre_scores_gemma":[7.629536e-8,0.9170117,0.01995994,0.04256947,0.004328584,0.0009391092,0.002021405,0.0001946359,0.01297503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5035169,"threshold_uncertainty_score":0.9997747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2064804993679288,"score_gpt":0.5823605795522228,"score_spread":0.3758800801842939,"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."}}