{"id":"W2105114108","doi":"10.1159/000349962","title":"Implementation of Novel Biomarkers in the Diagnosis, Prognosis, and Management of Acute Kidney Injury: Executive Summary from the Tenth Consensus Conference of the Acute Dialysis Quality Initiative (ADQI)","year":2013,"lang":"en","type":"article","venue":"Contributions to nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Université de Montréal; Montfort Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Astute Medical; Alere","keywords":"Medicine; Intensive care medicine; Acute kidney injury; Dialysis; Biomarker; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06817316,0.002310715,0.002437763,0.003921585,0.00132022,0.007596057,0.003479782,0.005893502,0.004345088],"category_scores_gemma":[0.05441707,0.0007285289,0.001885975,0.003917151,0.001331602,0.004301514,0.003520058,0.007214483,0.003657244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004221118,"about_ca_system_score_gemma":0.02636628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005469495,"about_ca_topic_score_gemma":0.006446444,"domain_scores_codex":[0.9859179,0.004985193,0.003481585,0.0006491471,0.004202384,0.000763739],"domain_scores_gemma":[0.9107563,0.01968968,0.009091388,0.001626325,0.0549167,0.003919512],"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":[0.0002598228,0.0001689543,0.001689732,0.006399641,0.0001401235,0.00009158193,0.0002183551,0.0007316803,0.0005277046,0.007845548,0.6037124,0.3782144],"study_design_scores_gemma":[0.0001454216,0.0003487662,0.004879482,0.01912098,0.0003944077,0.0001154038,0.0003521352,0.0005415169,0.000962929,0.00838909,0.9646788,0.00007110882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00100651,0.4962482,0.006683977,0.4171973,0.06282268,0.001323898,0.001730789,0.0001845881,0.01280195],"genre_scores_gemma":[0.01017331,0.7903197,0.04468352,0.08276039,0.05063467,0.002578371,0.004152481,0.0001845468,0.01451303],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06817316,"threshold_uncertainty_score":0.3605384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0479613520070878,"score_gpt":0.3851938905594227,"score_spread":0.3372325385523349,"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."}}