{"id":"W3217278012","doi":"10.1016/j.euf.2021.10.011","title":"European Association of Urology Section of Urolithiasis and International Alliance of Urolithiasis Joint Consensus on Retrograde Intrarenal Surgery for the Management of Renal Stones","year":2021,"lang":"en","type":"review","venue":"European Urology Focus","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Western University","funders":"","keywords":"Medicine; Alliance; Section (typography); Urology; General surgery; Surgery","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":[0.001684368,0.0006946771,0.001936546,0.004864323,0.0004234409,0.001455339,0.001216801,0.001654593,0.006844488],"category_scores_gemma":[0.003369465,0.0002687756,0.00115917,0.004234584,0.0004705904,0.001287768,0.0009759422,0.002052997,0.002083352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208713,"about_ca_system_score_gemma":0.006662043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004561034,"about_ca_topic_score_gemma":0.008356545,"domain_scores_codex":[0.9992936,0.0001355859,0.0001672782,0.00006455542,0.0002784445,0.00006059206],"domain_scores_gemma":[0.9980623,0.0007150284,0.0003199136,0.00002730659,0.0007450021,0.0001303606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001300584,0.0000617746,0.0003516857,0.0528051,0.0002767981,0.0001515723,0.00008414094,0.0001616313,0.0006407882,0.003138571,0.1366417,0.8055561],"study_design_scores_gemma":[0.00005448935,0.00005138688,0.001618847,0.03238307,0.0005517718,0.000680687,0.00006213829,0.000045498,0.0001309973,0.001102212,0.9632975,0.00002144374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004312454,0.9964131,0.00006985146,0.001032382,0.001024018,0.0000126305,0.00005679734,0.000006786943,0.001341393],"genre_scores_gemma":[0.0003159281,0.9978982,0.0001998757,0.0006235564,0.000344109,0.00001048458,0.00008296283,0.000001648257,0.000523118],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006844488,"threshold_uncertainty_score":0.02289712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05946527875114038,"score_gpt":0.3126847572758205,"score_spread":0.2532194785246801,"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."}}