{"id":"W4236018070","doi":"10.21203/rs.3.rs-147818/v1","title":"Morbidity After Elective Surgery in Patients on Chronic Dialysis: a Systematic Review and Meta-analysis","year":2021,"lang":"en","type":"review","venue":"Research Square","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Odds ratio; Dialysis; Cochrane Library; Kidney disease; Meta-analysis; Odds; Renal function; Internal medicine; Myocardial infarction; Surgery; Intensive care medicine; Logistic regression","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01106588,0.002233747,0.01831084,0.007095612,0.0005586594,0.003130053,0.001929672,0.001910213,0.002743756],"category_scores_gemma":[0.02612351,0.001359104,0.0360441,0.008264998,0.0006581829,0.0015265,0.001419986,0.001676372,0.000171921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002830127,"about_ca_system_score_gemma":0.003955533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008321163,"about_ca_topic_score_gemma":0.01651436,"domain_scores_codex":[0.9918512,0.003665692,0.002421215,0.0008089645,0.0009689418,0.0002840336],"domain_scores_gemma":[0.9813274,0.01350214,0.003358045,0.000420197,0.001166458,0.0002259147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001246049,0.00002597014,0.004014484,0.4847783,0.4992794,0.0001568752,0.00009132688,0.0005599588,0.00014136,0.0001196349,0.0005171006,0.009069502],"study_design_scores_gemma":[0.0003918024,0.0001785077,0.004610355,0.0439895,0.9487612,0.0001362925,0.00005134736,0.0002104316,0.00008822341,0.0001831003,0.001373493,0.00002573024],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004338811,0.9943727,0.0003009649,0.0001366096,0.00007454838,0.0002124379,0.000394491,0.0000135972,0.0001557946],"genre_scores_gemma":[0.147469,0.848047,0.001781625,0.0006145557,0.0001753566,0.0009743777,0.0007096081,0.00001713887,0.0002113047],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01831084,"threshold_uncertainty_score":0.05852264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1574161633405914,"score_gpt":0.4479947607558278,"score_spread":0.2905785974152364,"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."}}