{"id":"W4401180759","doi":"10.1016/j.eururo.2024.07.008","title":"Kidney Stones: It’s Not All About Surgery","year":2024,"lang":"en","type":"editorial","venue":"European Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Kidney stones; Kidney; Surgery; Urology; General 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":[0.012927,0.004115734,0.006189323,0.005601246,0.005022748,0.01121854,0.004349761,0.03063456,0.01953951],"category_scores_gemma":[0.04943087,0.001934912,0.004161311,0.003338089,0.003361484,0.007046298,0.00304033,0.0323013,0.01155146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006203611,"about_ca_system_score_gemma":0.006211115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00547319,"about_ca_topic_score_gemma":0.01818093,"domain_scores_codex":[0.9916522,0.002300684,0.001207248,0.0006815544,0.003650242,0.0005081726],"domain_scores_gemma":[0.9572754,0.02126723,0.002919399,0.0008781859,0.01253753,0.005122303],"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":[0.00002250497,0.000006654499,0.00001526007,0.0002165738,0.00002275156,0.00004987183,0.00001241895,0.00001077077,0.00001057081,0.0001681499,0.9962195,0.003245086],"study_design_scores_gemma":[0.000188752,0.00003052831,0.0003073837,0.001701204,0.0001956218,0.0002505006,0.00008585786,0.0001185647,0.00004297064,0.001324827,0.9957218,0.00003200704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001384086,0.0105944,0.00004377288,0.05701429,0.9311591,0.000009359357,0.00003138488,0.0000198379,0.001114026],"genre_scores_gemma":[0.0001635245,0.004907195,0.00004280055,0.03287481,0.9585614,0.00001432759,0.00001491686,0.00001736435,0.003403686],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03063456,"threshold_uncertainty_score":0.06836528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02586825544055689,"score_gpt":0.2994023609834089,"score_spread":0.2735341055428521,"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."}}