{"id":"W3192702947","doi":"10.1097/ju.0000000000001973.19","title":"MP06-19 SHOCKWAVE LITHOTRIPSY FOR DISTAL URETERIC STONES—RESULTS FROM THE ENDOUROLOGICAL SOCIETY T.O.W.E.R. RESEARCH INITIATIVE","year":2021,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Shock wave lithotripsy; Ureteroscopy; Guideline; Lithotripsy; General surgery; Urology; Surgery; Ureter; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002058212,0.0005889693,0.0004215167,0.001263249,0.000385445,0.001479972,0.0007959753,0.001166696,0.160589],"category_scores_gemma":[0.002786212,0.0002057911,0.0009809858,0.001079117,0.0002593268,0.0006971592,0.0007164147,0.001219435,0.1180478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000445814,"about_ca_system_score_gemma":0.001260947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103951,"about_ca_topic_score_gemma":0.001896789,"domain_scores_codex":[0.9989051,0.0001678617,0.00007301262,0.00006576561,0.0006776307,0.0001105782],"domain_scores_gemma":[0.9946321,0.0008489974,0.0004068433,0.0002636431,0.002384338,0.001464109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007670344,0.0003773352,0.001625955,0.0007034784,0.00003809237,0.0001187071,0.00002146516,0.00007207356,0.001220286,0.0004853709,0.6322582,0.3623119],"study_design_scores_gemma":[0.0003640294,0.0008317507,0.01130532,0.000967,0.00005140214,0.0004873933,0.00003980672,0.00006622978,0.001915908,0.0002117375,0.9837409,0.00001860771],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01748843,0.1118638,0.002309655,0.03449785,0.01745052,0.00148738,0.04337813,0.002460442,0.7690638],"genre_scores_gemma":[0.04170748,0.1687628,0.008269319,0.007842244,0.01481588,0.0006880785,0.0535303,0.001345872,0.703038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.160589,"threshold_uncertainty_score":0.5372238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1657651387304928,"score_gpt":0.3959119595976108,"score_spread":0.230146820867118,"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."}}