{"id":"W1853633557","doi":"10.1089/end.2013.0618","title":"Correction of Ureteropelvic Junction Obstruction in Children: National Trends and Comparative Effectiveness in Operative Outcomes","year":2013,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Ureteropelvic junction; Pyeloplasty; Relative risk; Surgery; Internal medicine; Hydronephrosis; Urinary system; Confidence interval","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":[0.0003678509,0.0001031357,0.0005320932,0.0007178423,0.00002721892,0.000002152714,0.00003224275,0.0001401896,0.00004515549],"category_scores_gemma":[0.0001946419,0.00007762135,0.00005249733,0.0002292666,0.0001738339,0.0001583988,0.00001807892,0.0004170524,0.000001911337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005757724,"about_ca_system_score_gemma":0.00005073296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006426412,"about_ca_topic_score_gemma":0.00007642812,"domain_scores_codex":[0.9989438,0.000311393,0.0003981002,0.0001179662,0.0001103535,0.0001183777],"domain_scores_gemma":[0.9990373,0.0004035613,0.0002701517,0.00003720135,0.0002212355,0.00003053306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007655574,0.0001472727,0.9947757,0.000003528395,0.0002587977,0.000006394611,0.0003201316,0.0002483234,0.001664259,0.0000430037,0.0002916489,0.001475368],"study_design_scores_gemma":[0.004077892,0.001551582,0.9925938,0.000007321568,0.00007627228,0.0007725938,0.00007897129,0.0002279763,0.0003494511,0.0002006676,0.00001791121,0.00004560811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976128,0.0004606403,0.00002713881,0.0006637063,0.0005441157,0.000141125,9.545028e-7,0.000003221254,0.0005462656],"genre_scores_gemma":[0.9995126,0.00008924645,0.0000720173,0.0001853843,0.00008950136,0.000011825,0.00000283064,0.000003236094,0.00003332353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003312334,"threshold_uncertainty_score":0.3165307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925161581783064,"score_gpt":0.3047129095657999,"score_spread":0.2854612937479692,"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."}}