{"id":"W3195754054","doi":"10.1159/000518160","title":"Impact of Preoperative Stenting on the Outcome of Flexible Ureterorenoscopy for Upper Urinary Tract Urolithiasis: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Urologia Internationalis","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Odds ratio; Perioperative; Urology; Stent; Ureteroscopy; Surgery; Ureter; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009071473,0.0005535838,0.007864393,0.0003933369,0.00005131932,0.00002676901,0.0003083204,0.0001997591,0.0006566804],"category_scores_gemma":[0.001504835,0.0002501896,0.007043428,0.0004776479,0.00008826117,0.00005978734,0.00009563326,0.0002806817,0.000004055982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001069198,"about_ca_system_score_gemma":0.0001549164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006452935,"about_ca_topic_score_gemma":2.535463e-7,"domain_scores_codex":[0.9963808,0.0005664508,0.001823347,0.0005351759,0.0004742425,0.0002199579],"domain_scores_gemma":[0.9953774,0.001446563,0.001746849,0.0007806705,0.0005524702,0.00009605476],"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":[0.00004369002,0.00101603,0.005307985,0.3925543,0.5994856,0.00001786068,0.000137128,0.000003635437,1.194444e-7,0.001157128,0.0001517387,0.0001247981],"study_design_scores_gemma":[0.0002824685,0.001393668,0.001392829,0.01770433,0.9780139,0.0001886731,0.00002105093,0.00001834561,0.000001872606,0.00001122555,0.0007829587,0.0001886416],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004414916,0.992929,0.00004471896,0.0004392339,0.00003870749,0.004294403,0.001653362,0.00001481206,0.0001442744],"genre_scores_gemma":[0.01071898,0.9832594,0.0002996988,0.000892494,0.00002805408,0.002421814,0.0006030372,0.00005873073,0.001717811],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3785284,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1771763864615366,"score_gpt":0.4465648408705714,"score_spread":0.2693884544090348,"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."}}