{"id":"W4376636011","doi":"10.1016/j.eururo.2023.04.033","title":"Re: Pulse-Modulated Holmium:YAG Laser vs the Thulium Fiber Laser for Renal and Ureteral Stones: A Single-center Prospective Randomized Clinical Trial","year":2023,"lang":"en","type":"letter","venue":"European Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Thulium; Holmium; Single Center; Ureteroscopy; Laser; Lithotripsy; Renal stone; Urology; Surgery; Ureter; Optics; Internal medicine; Urinary system","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":[0.002843989,0.001282487,0.00356645,0.0003551705,0.0005729746,0.001540425,0.001028725,0.004893185,0.008869297],"category_scores_gemma":[0.003922091,0.0006219658,0.002440275,0.000562891,0.001175615,0.001466836,0.0003480318,0.003491581,0.001137989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008309167,"about_ca_system_score_gemma":0.0009099343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000629942,"about_ca_topic_score_gemma":0.001012375,"domain_scores_codex":[0.998818,0.000671759,0.0001000784,0.0002035273,0.0000824044,0.0001241345],"domain_scores_gemma":[0.9979183,0.001189893,0.000369245,0.0001487067,0.00009917674,0.0002746643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.985167,0.001427484,0.000578862,0.0004421563,0.001640474,0.00006118142,0.00002562277,0.00008330645,0.001021229,0.0001515361,0.0008539347,0.008547355],"study_design_scores_gemma":[0.9678465,0.02681478,0.001611701,0.00006602247,0.001717861,0.00005190878,0.00003495596,0.0003506688,0.0002847845,0.0003212201,0.0008777524,0.00002189391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9620512,0.01507638,0.001220715,0.008633438,0.004517341,0.002714398,0.001380586,0.0001559975,0.004249983],"genre_scores_gemma":[0.9764466,0.003175431,0.001666344,0.008036634,0.003191679,0.002421038,0.0006625439,0.00002992387,0.004369863],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008869297,"threshold_uncertainty_score":0.02967072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05206038220585933,"score_gpt":0.3249430536697535,"score_spread":0.2728826714638942,"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."}}