{"id":"W4381949556","doi":"10.1016/j.acuroe.2023.06.008","title":"Does gender influence retrograde intrarenal surgery (RIRS) outcomes? Data from the Flexible Ureteroscopy Outcomes Registry (FLEXOR)","year":2023,"lang":"en","type":"article","venue":"Actas Urológicas Españolas (English Edition)","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Ureteroscopy; Perioperative; Demographics; Incidence (geometry); Sepsis; Multivariate analysis; Surgery; Internal medicine; Urology; Ureter; Demography","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":[0.001290947,0.0001787113,0.0005486594,0.00135957,0.000302079,0.0006994208,0.0004777983,0.0004673485,0.00302239],"category_scores_gemma":[0.007726456,0.0001888664,0.001020037,0.002801363,0.0002522928,0.0008840002,0.0007235763,0.000529563,0.0005201775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004041138,"about_ca_system_score_gemma":0.0007716906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009287877,"about_ca_topic_score_gemma":0.01387851,"domain_scores_codex":[0.9986249,0.0002984404,0.0002879817,0.0002745007,0.0002185411,0.0002956201],"domain_scores_gemma":[0.9949355,0.000995527,0.002654554,0.0004269985,0.0005312162,0.0004562469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009263451,0.00001587234,0.9971786,0.00004290983,0.0001094248,0.00003511676,0.0000579041,0.00002205123,0.00004411196,0.00006166212,0.000708455,0.001631245],"study_design_scores_gemma":[0.000008822244,0.00002988625,0.9984572,0.00004688813,0.00006355077,0.0001220545,0.0001896727,0.00004477286,0.00003472806,0.00005844083,0.0009369841,0.000006915526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697651,0.002063772,0.0002750807,0.0005919004,0.0000745092,0.00002316236,0.02399842,0.00001439048,0.003193583],"genre_scores_gemma":[0.9874716,0.0005973713,0.0001580969,0.0002246318,0.00005210353,0.00003624261,0.01095293,0.00001719254,0.0004896454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009287877,"threshold_uncertainty_score":0.01846761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05880839294343669,"score_gpt":0.3213315512083161,"score_spread":0.2625231582648794,"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."}}