{"id":"W4414026607","doi":"10.1080/17434440.2025.2557403","title":"Post-operative infection with a single-use ureteroscope with real-time intrarenal pressure monitoring vs. all other single-use ureteroscopes","year":2025,"lang":"en","type":"article","venue":"Expert Review of Medical Devices","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Boston Scientific Corporation","keywords":"URETEROSCOPE; Medicine; Single use; Ureteroscopy; Single Center; Urology; Internal medicine; Surgery; Ureter","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":[0.003772126,0.0002196512,0.000670524,0.0005003244,0.0002161251,0.0008805114,0.0003901802,0.0003344829,0.001713487],"category_scores_gemma":[0.009744208,0.0001641538,0.001337071,0.0006376952,0.0003541263,0.0005602452,0.0005262328,0.0003414193,0.0001319252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004813128,"about_ca_system_score_gemma":0.0006487058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004990153,"about_ca_topic_score_gemma":0.0009437973,"domain_scores_codex":[0.9968267,0.001074528,0.000546996,0.0005553953,0.0006536771,0.0003426165],"domain_scores_gemma":[0.9854789,0.005305043,0.007395769,0.0007228922,0.0004047657,0.0006927433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007435727,0.000169283,0.9663503,0.0002303364,0.0008157328,0.00006060254,0.00005617105,0.0001066183,0.000328233,0.00007046625,0.00009639919,0.02428004],"study_design_scores_gemma":[0.0003613641,0.006160947,0.9896781,0.0001094423,0.0008117924,0.0007404507,0.000179037,0.0006140689,0.0006977376,0.0001395185,0.0004940508,0.0000133227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981951,0.001250503,0.0001886561,0.00004053304,0.00001696552,0.00001409189,0.00007097946,0.000002384978,0.0002207446],"genre_scores_gemma":[0.999357,0.0003063803,0.000139428,0.0000321619,0.00003046616,0.00001009845,0.0000726572,8.564769e-7,0.00005092633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003772126,"threshold_uncertainty_score":0.01994914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02234910318879739,"score_gpt":0.3412003267905239,"score_spread":0.3188512236017265,"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."}}