{"id":"W2090287781","doi":"10.1089/end.2011.0045","title":"Percutaneous Nephrolithotripsy in Patients with Urinary Diversions: A Case-Control Comparison of Perioperative Outcomes","year":2011,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Percutaneous; Perioperative; Surgery; Urinary system; Urology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001270223,0.0001651227,0.0008339902,0.0002817502,0.0000445524,0.000002785745,0.00008529257,0.0001004356,0.0002188842],"category_scores_gemma":[0.0001177315,0.0001012258,0.0001405843,0.0001017662,0.0001087728,0.00009101993,0.00002513954,0.0003206474,0.000003743347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006173329,"about_ca_system_score_gemma":0.0001073404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008953756,"about_ca_topic_score_gemma":0.00001012331,"domain_scores_codex":[0.9987174,0.0001404183,0.0005686303,0.000131318,0.0002190908,0.0002231937],"domain_scores_gemma":[0.9988447,0.0001224021,0.0004284595,0.0001579445,0.0002774941,0.0001689894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006811343,0.002588632,0.976669,0.00001277333,0.0004926358,0.009342293,0.0036061,0.00001149728,0.0000419047,0.00003454585,0.00002943138,0.0003598778],"study_design_scores_gemma":[0.01319211,0.0140119,0.9505216,0.00003107634,0.0005095744,0.0206147,0.0008263022,0.00003866611,0.00003181836,0.000009938562,0.0001347722,0.00007751014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984365,0.0002586896,0.00002269745,0.0002560414,0.0001132832,0.0002844578,0.00001968048,0.000004596275,0.0006040586],"genre_scores_gemma":[0.9978516,0.00001044464,0.001607072,0.0004416264,0.00002308117,0.000001956247,0.000001788789,0.00001368365,0.00004877189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02614733,"threshold_uncertainty_score":0.4127869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340176292130694,"score_gpt":0.2786657191643778,"score_spread":0.2552639562430709,"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."}}