{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0099475,0.0005967165,0.0006562393,0.0008233442,0.0004852372,0.000816036,0.0005802792,0.0008748815,0.001671569],"category_scores_gemma":[0.01319051,0.0004665638,0.001020574,0.0005872404,0.00198455,0.002170998,0.0006051539,0.0009723586,0.000268702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004563816,"about_ca_system_score_gemma":0.001412825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005155494,"about_ca_topic_score_gemma":0.0004333331,"domain_scores_codex":[0.9946346,0.00322824,0.0004888647,0.0005599471,0.0007097815,0.0003785565],"domain_scores_gemma":[0.98512,0.01027006,0.001425302,0.001006505,0.001265257,0.0009128694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2261754,0.03384096,0.5729527,0.001046758,0.0005122392,0.002784696,0.00450068,0.001264318,0.04531897,0.00126576,0.0003825639,0.1099549],"study_design_scores_gemma":[0.008572548,0.6298773,0.3309036,0.0001157866,0.001014026,0.003889156,0.003689833,0.004029555,0.01493243,0.0005983205,0.002204547,0.0001728388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988191,0.0002400882,0.000465678,0.00002523744,0.00001637154,0.0001556775,0.00002469465,0.000003128134,0.0002501801],"genre_scores_gemma":[0.9981964,0.0001653336,0.001218108,0.00005388163,0.00005158345,0.0001400727,0.00005533906,0.000003373384,0.0001159141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0099475,"threshold_uncertainty_score":0.05260801,"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."}}