{"id":"W3110169748","doi":"10.1016/j.ekir.2020.11.018","title":"A Systematic Review of the Effect of N-Acetylcysteine on Serum Creatinine and Cystatin C Measurements","year":2020,"lang":"en","type":"review","venue":"Kidney International Reports","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Department of Medicine, Ottawa Hospital; Ottawa Hospital Research Institute; University of Ottawa","keywords":"Cystatin C; Medicine; Acetylcysteine; Creatinine; Renal function; Kidney disease; Acute kidney injury; acetaminophen overdose; Kidney; Acetaminophen; Internal medicine; Urology; Antioxidant; Pharmacology; Biochemistry; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01092459,0.002326108,0.01487563,0.009318483,0.000709526,0.002924502,0.002355722,0.002091567,0.005428611],"category_scores_gemma":[0.04360688,0.001362271,0.0171155,0.008719767,0.0009034834,0.001984118,0.001589755,0.001316109,0.0004669449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004136981,"about_ca_system_score_gemma":0.009945791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01214243,"about_ca_topic_score_gemma":0.03085989,"domain_scores_codex":[0.9887297,0.004367993,0.004010619,0.000964473,0.001642899,0.0002843575],"domain_scores_gemma":[0.9736847,0.01825001,0.004902266,0.0004157833,0.002478317,0.000268948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000372151,0.00001341631,0.0007416919,0.9451074,0.04050521,0.0000798959,0.00007304253,0.0001024742,0.0001360274,0.0001179341,0.0006836338,0.01206699],"study_design_scores_gemma":[0.0007055795,0.0003426537,0.00548447,0.5702581,0.4116968,0.0003561034,0.0001438035,0.0001236592,0.0002353711,0.0003463961,0.01025666,0.00005053796],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001341023,0.9970244,0.0001742156,0.0001977698,0.0001237769,0.0003456766,0.0005391219,0.00001021632,0.0002439263],"genre_scores_gemma":[0.0315582,0.9649308,0.0009608049,0.0008021332,0.0001239738,0.0009433443,0.0004680942,0.00001380454,0.0001988508],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01487563,"threshold_uncertainty_score":0.05777544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03484137079278787,"score_gpt":0.3834507443498625,"score_spread":0.3486093735570747,"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."}}