{"id":"W2117703319","doi":"10.1100/tsw.2005.67","title":"Jejunal Perforation During Percutaneous Nephrolithotrypsy","year":2005,"lang":"en","type":"article","venue":"The Scientific World JOURNAL","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Perforation; Medicine; Kidney pelvis; Pelvis; Percutaneous; Renal pelvis; Surgery; Radiology; General surgery; Ureter","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006097731,0.0001430403,0.0001659608,0.000240088,0.001405878,0.0003739679,0.0001721112,0.00003011631,0.001213142],"category_scores_gemma":[0.00003656239,0.00008344714,0.000161381,0.0004229361,0.0001843399,0.0002045257,0.00003817512,0.0004054083,0.0004245809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001915949,"about_ca_system_score_gemma":0.0001566912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003427528,"about_ca_topic_score_gemma":0.000009371326,"domain_scores_codex":[0.9984427,0.00006283145,0.0003051988,0.0002204941,0.00059034,0.0003784172],"domain_scores_gemma":[0.9991012,0.00001813763,0.0001200963,0.0003499786,0.0001470285,0.0002635898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003562586,0.002957912,0.0969858,0.0001657933,0.001334848,0.003107672,0.01673791,0.004804788,0.6040632,0.001908309,0.112162,0.1522091],"study_design_scores_gemma":[0.005887607,0.0003427555,0.3915034,0.0003221299,0.0009830449,0.1902968,0.001017955,0.008749998,0.01414124,0.001344308,0.3847466,0.0006641989],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797465,0.0005096152,0.00002798295,0.01451601,0.000844198,0.0001719097,0.000003793077,0.00003778869,0.004142263],"genre_scores_gemma":[0.9170709,0.00002727479,0.0007344851,0.0004972699,0.001153409,0.000002438479,0.00000613831,0.00001614402,0.080492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.589922,"threshold_uncertainty_score":0.9998941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387129422008679,"score_gpt":0.2665064851397203,"score_spread":0.2526351909196335,"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."}}