{"id":"W2596628338","doi":"10.1007/s00134-017-4762-8","title":"Current state of the art for renal replacement therapy in critically ill patients with acute kidney injury","year":2017,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Alberta","funders":"","keywords":"Medicine; Renal replacement therapy; Intensive care medicine; Acute kidney injury; Kidney disease; Anesthesiology; Critically ill; Medical prescription; Population; Randomized controlled trial; Pain medicine; Clinical trial; Internal medicine; Nursing","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"],"consensus_categories":[],"category_scores_codex":[0.0005362504,0.0007022308,0.003252139,0.0004859049,0.0001079169,0.00001538592,0.0007575544,0.0001906265,0.0001010845],"category_scores_gemma":[0.02209287,0.0003334735,0.0004910823,0.0003407685,0.001139614,0.00006347319,0.0002642071,0.001299411,0.00001503285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005685962,"about_ca_system_score_gemma":0.002648452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002206358,"about_ca_topic_score_gemma":0.000005830738,"domain_scores_codex":[0.9955883,0.0002258905,0.001326823,0.0007959237,0.001385313,0.000677725],"domain_scores_gemma":[0.9675926,0.0002895122,0.0007968484,0.001816542,0.02895769,0.0005468302],"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":[0.002205092,0.00009091783,0.0004877594,0.00781088,0.0006807381,0.00004096298,0.0004293914,2.768652e-9,0.000003784823,0.000005045873,0.3412501,0.6469953],"study_design_scores_gemma":[0.005744882,0.006566308,0.0003670216,0.08564006,0.001414863,0.00003614564,0.0001259745,0.000001080415,0.00003333509,0.00002154315,0.8997701,0.0002787026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002238432,0.9687014,0.00008915381,0.01035493,0.001698059,0.0119115,0.006384929,0.00003102158,0.0006051998],"genre_scores_gemma":[0.00006974647,0.9843035,0.00009941537,0.01003593,0.0003589252,0.0009931828,0.003030748,0.0001361267,0.0009723644],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6467167,"threshold_uncertainty_score":0.9999117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07305980005525811,"score_gpt":0.4356474428655421,"score_spread":0.362587642810284,"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."}}