{"id":"W2073927954","doi":"10.1186/s12882-015-0047-z","title":"Urate lowering therapy to improve renal outcomes in patients with chronic kidney disease: systematic review and meta-analysis","year":2015,"lang":"en","type":"review","venue":"BMC Nephrology","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":176,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; London Health Sciences Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Kidney disease; Internal medicine; Renal function; Randomized controlled trial; Hyperuricemia; Meta-analysis; Creatinine; Allopurinol; Nephrology; Proteinuria; Uric acid; Blood pressure; Adverse effect; Intensive care medicine; Kidney","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001010768,0.0009016826,0.01423863,0.0006995306,0.00003661709,0.00002633942,0.000360418,0.0002925845,0.0002420277],"category_scores_gemma":[0.0005979571,0.0004834165,0.001457417,0.001251271,0.00008487312,0.00008061224,0.0001786922,0.0004921132,0.00008668951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000421042,"about_ca_system_score_gemma":0.001105515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002886745,"about_ca_topic_score_gemma":0.00003791889,"domain_scores_codex":[0.995486,0.0007360338,0.001580958,0.001039459,0.0005681039,0.0005894276],"domain_scores_gemma":[0.9961562,0.0002380011,0.0009101931,0.001682499,0.0002031593,0.0008099277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001236417,0.000203005,0.001257302,0.8284345,0.1680178,0.00006660168,0.00002599254,0.000002696447,1.351068e-7,0.000004254137,0.0004871495,0.001376897],"study_design_scores_gemma":[0.001447874,0.0006184413,0.000546673,0.01438203,0.8967539,0.00002111751,0.000001195911,0.000003805308,4.262722e-8,0.000002293848,0.0857315,0.0004911135],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006922147,0.9892576,0.00007816953,0.0003391312,0.00005061214,0.009942884,0.0001955935,0.00004694091,0.00001988553],"genre_scores_gemma":[0.00006109845,0.9906092,0.0003344065,0.004853337,0.00005341405,0.002818713,0.0003524179,0.0001108011,0.0008065646],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8140525,"threshold_uncertainty_score":0.9997618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05090041905683505,"score_gpt":0.3312999688198323,"score_spread":0.2803995497629972,"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."}}