{"id":"W2020909032","doi":"10.1111/sdi.12186","title":"Dialysis and Acute Kidney Injury: Current Evidence","year":2014,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Dialysis; Intensive care medicine; Acute kidney injury; Renal replacement therapy; Randomized controlled trial; Dialysis Therapy; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002015718,0.0009892122,0.005695796,0.0022431,0.0001208048,0.0001196192,0.0008029258,0.0007429672,0.0005855673],"category_scores_gemma":[0.00701802,0.0007941177,0.001353071,0.003259751,0.0003927414,0.0002152556,0.0008484912,0.001883977,0.0004231939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007137515,"about_ca_system_score_gemma":0.00141874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005872917,"about_ca_topic_score_gemma":0.00000779143,"domain_scores_codex":[0.9937454,0.0008710821,0.001579316,0.00155749,0.001252701,0.0009939384],"domain_scores_gemma":[0.9949337,0.0009669793,0.0006012795,0.00196579,0.0002066114,0.001325602],"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":[0.00007403031,0.0001186593,0.0007711294,0.01590245,0.001087583,0.00009880848,0.0001309312,8.800473e-9,0.000005219515,0.00000932107,0.09991967,0.8818822],"study_design_scores_gemma":[0.0003689641,0.0002535736,0.00001381436,0.06821195,0.0144369,0.0000729148,0.0000112368,0.00002953003,0.00001334094,0.0000409144,0.9159245,0.0006223533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000545755,0.9957759,0.0000351345,0.0007556957,0.0004341991,0.00155514,0.0007009734,0.00008368533,0.0006046671],"genre_scores_gemma":[0.00003382849,0.9947895,0.0004958516,0.0002902323,0.0007117213,0.0008984772,0.001029575,0.000155996,0.001594784],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8812599,"threshold_uncertainty_score":0.999451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06308817404812554,"score_gpt":0.4352540070631075,"score_spread":0.3721658330149819,"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."}}