{"id":"W4386448790","doi":"10.1097/ju.0000000000003696","title":"Outcomes of Flexible Ureteroscopy vs Extracorporeal Shock Wave Lithotripsy for Renal Stones in Pediatric Patients: A European Association of Urology Urolithiasis Guidelines Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"The Journal of Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Cochrane","funders":"National Institute for Health and Care Research","keywords":"Medicine; Ureteroscopy; Extracorporeal shock wave lithotripsy; Urology; Shock wave lithotripsy; Meta-analysis; Pediatric urology; Lithotripsy; General surgery; Surgery; 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":[0.01059028,0.002087808,0.01546293,0.005396095,0.0005860938,0.002595176,0.001633183,0.002151954,0.003266013],"category_scores_gemma":[0.0244412,0.001136458,0.02634763,0.005358885,0.0005522897,0.001357381,0.001326598,0.001471542,0.0002329015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00267421,"about_ca_system_score_gemma":0.003994879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005387697,"about_ca_topic_score_gemma":0.01340717,"domain_scores_codex":[0.992009,0.00354026,0.002648999,0.0006508791,0.000924136,0.0002266836],"domain_scores_gemma":[0.9880267,0.008223601,0.002397911,0.0002479407,0.0009265374,0.0001772368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00194828,0.00003423282,0.002700551,0.6215991,0.3519062,0.00008661139,0.00008423501,0.0002731352,0.000189933,0.0001380831,0.000905057,0.02013463],"study_design_scores_gemma":[0.001076651,0.0002583523,0.003967608,0.06555331,0.9258286,0.000110475,0.00005092748,0.0001351594,0.0001297429,0.0001893494,0.00267699,0.00002275011],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002624322,0.9960205,0.0002491579,0.0001823602,0.0000997254,0.0003191837,0.0003110796,0.00001397787,0.000179685],"genre_scores_gemma":[0.089314,0.9050308,0.002062215,0.0009978125,0.0002079385,0.001508187,0.0005877684,0.00002491256,0.0002664928],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01546293,"threshold_uncertainty_score":0.05600739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1399570880382653,"score_gpt":0.3938028421673272,"score_spread":0.253845754129062,"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."}}