{"id":"W4416414687","doi":"10.1097/ju.0000000000004844","title":"Surgical Management of Kidney and Ureteral Stones: AUA Guideline (2026). Part III: Treatment of Patients With Kidney and/or Ureteral Stones and Future Directions","year":2025,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Guideline; Urinary system; Kidney; Kidney stones; Ureter; Selection (genetic algorithm); Kidney disease","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":[0.009019951,0.001589077,0.002649948,0.004461949,0.0008700498,0.001888099,0.003141992,0.005924834,0.003305247],"category_scores_gemma":[0.02075071,0.001080867,0.004758281,0.003362954,0.0007543227,0.001956041,0.002045489,0.003541438,0.003822364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003449846,"about_ca_system_score_gemma":0.01507782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01742918,"about_ca_topic_score_gemma":0.03282323,"domain_scores_codex":[0.992408,0.001847856,0.003064413,0.0002707391,0.00210951,0.0002994407],"domain_scores_gemma":[0.983876,0.004493893,0.003104585,0.0002488127,0.007467931,0.0008087622],"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":[0.0001987639,0.0001669159,0.004123768,0.044721,0.0004465118,0.0006199435,0.0004924685,0.001252464,0.001862524,0.002746437,0.6242062,0.3191631],"study_design_scores_gemma":[0.0003225543,0.0004039023,0.01829939,0.1432026,0.001455693,0.002598609,0.0004727086,0.0008698145,0.001026561,0.003856856,0.8273692,0.000121956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.006547212,0.7410482,0.01788927,0.1459344,0.01944987,0.006121217,0.01572441,0.0007806873,0.04650462],"genre_scores_gemma":[0.02308835,0.7219586,0.1296724,0.06719731,0.006069119,0.008397899,0.02209101,0.0002369935,0.02128834],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01742918,"threshold_uncertainty_score":0.04770267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00877183208893023,"score_gpt":0.2745588325425084,"score_spread":0.2657870004535782,"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."}}