{"id":"W2944515161","doi":"10.1089/end.2019.0304","title":"<i>Editorial Comment on:</i> Impact of Case Volume on Shock Wave Lithotripsy Outcomes: Data from the National Shock Wave Lithotripsy Database of New Zealand by Alexander et al. (From: Alexander CE, Gowland S, Cadwallader J, et al. J Endourol 2019;33:655–659; DOI: 10.1089/end.2019.0122)","year":2019,"lang":"en","type":"letter","venue":"Journal of Endourology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Extracorporeal shock wave lithotripsy; Medicine; Shock wave lithotripsy; Lithotripsy; Library science; Surgery; Computer science","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":[0.004541613,0.001424983,0.002140301,0.00189666,0.002774426,0.003772713,0.002757849,0.02928245,0.01305216],"category_scores_gemma":[0.04646011,0.0008469877,0.001990039,0.001806439,0.002371906,0.002724936,0.001207826,0.02182916,0.01569635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005128247,"about_ca_system_score_gemma":0.003818319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221764,"about_ca_topic_score_gemma":0.01308101,"domain_scores_codex":[0.9947999,0.0009366308,0.0008789602,0.0006288379,0.002184868,0.000570751],"domain_scores_gemma":[0.9814053,0.007765012,0.001637716,0.000583159,0.006736459,0.001872396],"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":[0.00002600064,0.000005997172,0.0001878626,0.00003294948,0.000007308926,0.0002346444,0.00001630462,0.00001101555,0.00002528533,0.0001413674,0.9982933,0.001017971],"study_design_scores_gemma":[0.0002759463,0.00007523984,0.003713711,0.0007675524,0.00008825838,0.002022623,0.0002941071,0.0005858587,0.0004337391,0.00323601,0.9884011,0.0001060146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003267941,0.0006287807,0.00008335795,0.8409986,0.1547141,0.00003310398,0.00059533,0.0001394438,0.002480424],"genre_scores_gemma":[0.004006607,0.001047022,0.0002220435,0.7411026,0.2459683,0.00007873121,0.0002997862,0.00007819335,0.007196653],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02928245,"threshold_uncertainty_score":0.04366386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06256465797938399,"score_gpt":0.3462702724896777,"score_spread":0.2837056145102937,"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."}}