{"id":"W4407977795","doi":"10.1007/s00240-025-01696-2","title":"Ultrasound versus fluoroscopy-guided extracorporeal shockwave lithotripsy in renal calculi: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Urolithiasis","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; SAIT Polytechnic; McGill University","funders":"","keywords":"Fluoroscopy; Extracorporeal shockwave lithotripsy; Medicine; Meta-analysis; Lithotripsy; Radiology; Ultrasound; Extracorporeal; Urology; Surgery; Internal medicine","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":[0.005036928,0.002354169,0.01627493,0.003259528,0.0005743157,0.002582519,0.001826126,0.00239208,0.004846925],"category_scores_gemma":[0.01309247,0.001495075,0.02730254,0.005062104,0.0007343027,0.001764769,0.001556963,0.002234044,0.0003855191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001796719,"about_ca_system_score_gemma":0.002109061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008011391,"about_ca_topic_score_gemma":0.02322093,"domain_scores_codex":[0.9962269,0.001490808,0.00114682,0.0005592196,0.0003757306,0.0002004152],"domain_scores_gemma":[0.9944234,0.003864123,0.001084856,0.0001723275,0.0003441195,0.0001111797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004464704,0.00004095107,0.003133471,0.3883813,0.5904654,0.0001212816,0.0001122494,0.0002966781,0.0003100838,0.0001018847,0.0005929252,0.01197912],"study_design_scores_gemma":[0.001539861,0.0001889296,0.003184894,0.01231684,0.9813328,0.00006276643,0.00005553012,0.00009266594,0.00007204701,0.0001173551,0.001011396,0.00002481917],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005935538,0.9928575,0.0003375642,0.00009848311,0.0001292907,0.000134578,0.0002922247,0.00002053231,0.0001943043],"genre_scores_gemma":[0.1813096,0.8144571,0.00165017,0.001027034,0.0002444432,0.0003823278,0.0004389086,0.0000364477,0.0004541131],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01627493,"threshold_uncertainty_score":0.02663815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108012327283752,"score_gpt":0.3989576439686965,"score_spread":0.2909453166849444,"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."}}