{"id":"W2979623803","doi":"10.1089/end.2019.0727","title":"<i>Editorial Comment on:</i> Single-Use Versus Reusable Digital Flexible Ureteroscopes for the Treatment of Renal Calculi: A Prospective Multicenter Randomized Controlled Trial by Qi et al. (From: Qi S, Yang E, Bao J, et al. J Endourol 2020;34:18–24; DOI: 10.1089/end.2019.0473)","year":2019,"lang":"en","type":"letter","venue":"Journal of Endourology","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; Randomized controlled trial; Ureteroscopy; Multicenter study; Prospective cohort study; Urology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001246023,0.001328952,0.006451786,0.0003656993,0.0001789632,0.0002680813,0.000572391,0.001137135,0.0005260115],"category_scores_gemma":[0.003026881,0.0007478776,0.003382542,0.0001508302,0.0004152814,0.0003869422,0.0001104678,0.002552391,0.00005516563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000801763,"about_ca_system_score_gemma":0.0007677834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002459613,"about_ca_topic_score_gemma":0.000005571212,"domain_scores_codex":[0.9921316,0.001419577,0.002828307,0.0009903139,0.001620523,0.001009701],"domain_scores_gemma":[0.9768979,0.01703941,0.003816634,0.001007505,0.0009132853,0.0003252692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.4841476,0.002200424,0.00004641872,0.0000147872,0.00795907,0.0001291452,0.00008391307,0.00002062592,0.0003249008,0.000004991582,0.5050163,0.00005180393],"study_design_scores_gemma":[0.474501,0.02065436,0.00000220704,0.0001124859,0.003926571,0.00004774515,0.00001351241,0.00004710932,0.0004755404,0.00001496573,0.4999563,0.0002482418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005636987,0.003086448,0.0002155564,0.8748717,0.08991615,0.02097302,0.003775934,0.00006911788,0.00145511],"genre_scores_gemma":[0.007116522,0.003231557,0.0008025704,0.9102414,0.05983338,0.002540285,0.002814318,0.0004754035,0.01294458],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03536972,"threshold_uncertainty_score":0.9999462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0281354491542297,"score_gpt":0.3094552013445109,"score_spread":0.2813197521902812,"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."}}