{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007041189,0.001772551,0.003235872,0.001566838,0.003331136,0.004160529,0.003375499,0.0412653,0.0128494],"category_scores_gemma":[0.04398511,0.0009500174,0.002597322,0.001597137,0.002568742,0.002644584,0.0009182465,0.03060591,0.01670868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006310913,"about_ca_system_score_gemma":0.004441092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007886035,"about_ca_topic_score_gemma":0.009272406,"domain_scores_codex":[0.994921,0.001358923,0.000734337,0.0006791328,0.001792087,0.0005144325],"domain_scores_gemma":[0.9780241,0.01037328,0.0014658,0.0006773705,0.007202812,0.002256677],"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":[0.00009679582,0.00001232803,0.0001322892,0.00006583474,0.00001483615,0.0001768947,0.00001323263,0.00001365306,0.00005068622,0.0001839474,0.9975662,0.001673413],"study_design_scores_gemma":[0.001089631,0.0002514557,0.003244243,0.0009463691,0.0002176412,0.001419137,0.0002113561,0.0009645571,0.0007456552,0.005352202,0.9854231,0.0001346944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002469486,0.00111981,0.00009138814,0.8722233,0.1238455,0.00004185459,0.0004479895,0.0001223727,0.001860925],"genre_scores_gemma":[0.002620957,0.001061649,0.0002330424,0.8046938,0.1849107,0.0001122829,0.0001615357,0.00005840658,0.006147742],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0412653,"threshold_uncertainty_score":0.04578906,"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."}}