{"id":"W4380792923","doi":"10.1016/j.urology.2023.05.032","title":"A Feasibility Study on Clinical Utility, Efficacy and Limitations of 2 Types of Flexible and Navigable Suction Ureteral Access Sheaths in Retrograde Intrarenal Surgery for Renal Stones","year":2023,"lang":"en","type":"article","venue":"Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Surgery; Ureteroscopy; Laser lithotripsy; Lithotripsy; Nephrectomy; Ureter; Kidney; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006640372,0.00009700807,0.0004655755,0.0001917065,0.00003281789,0.000005440419,0.00003977948,0.0001075891,0.000005411426],"category_scores_gemma":[0.001062962,0.00008058489,0.00006442315,0.0002586124,0.0001742733,0.00005268103,0.00004849409,0.0001276894,5.550186e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001051326,"about_ca_system_score_gemma":0.00006374174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009410413,"about_ca_topic_score_gemma":0.00002756121,"domain_scores_codex":[0.9988025,0.0001566205,0.0004589228,0.000307519,0.0001025224,0.0001718737],"domain_scores_gemma":[0.9979308,0.001625793,0.0001054999,0.0001895066,0.00006770503,0.00008074463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003681379,0.001562962,0.98761,0.00005307765,0.0001119943,0.00001085923,0.0004089498,0.00001233929,0.00004684256,0.00006221416,0.0001280008,0.00631137],"study_design_scores_gemma":[0.003164621,0.003825677,0.9917485,0.00002141057,0.0001535646,0.00001879268,0.0001054446,0.0004358477,0.00006528231,0.0003353693,0.00007839162,0.00004712184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980224,0.0001269814,0.00001714648,0.0008357822,0.0001420208,0.0007580177,0.00002717119,0.00002431704,0.00004615329],"genre_scores_gemma":[0.999632,0.00008276891,0.00005692079,0.00006234254,0.00003748521,0.00004230515,0.00004381261,0.000008829939,0.00003351596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006264248,"threshold_uncertainty_score":0.3286157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2723456068058405,"score_gpt":0.4505016432649501,"score_spread":0.1781560364591096,"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."}}