{"id":"W2008366915","doi":"10.1016/s0022-5347(06)00599-4","title":"What are the Most Powerful Determinants of Endoscopic Vesicoureteral Reflux Correction? Multivariate Analysis of a Single Institution Experience During 6 Years","year":2006,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Vesicoureteral reflux; Medicine; Multivariate analysis; Univariate analysis; Univariate; Voiding cystourethrogram; Reflux; Urology; Urinary system; Surgery; Multivariate statistics; Internal medicine; Disease","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":[0.0003855957,0.00009466397,0.0004676311,0.0002672856,0.00009312413,0.000003156844,0.0001580816,0.0001075597,0.00001951542],"category_scores_gemma":[0.0001868667,0.00005485649,0.0001219293,0.0004232873,0.0005796071,0.0001167599,0.00005046881,0.0002670938,0.000001041744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002497126,"about_ca_system_score_gemma":0.00004902368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008430568,"about_ca_topic_score_gemma":0.0001523153,"domain_scores_codex":[0.9988637,0.0002285592,0.0005062623,0.00008853326,0.0001468998,0.0001660484],"domain_scores_gemma":[0.9984934,0.0003058377,0.0008223339,0.0001911628,0.0001641625,0.00002304855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00327357,0.0003657724,0.920382,0.00001111281,0.001796426,0.0001643375,0.005170041,0.001830119,0.06642368,0.00001015038,0.0001742537,0.0003985235],"study_design_scores_gemma":[0.0009867277,0.0007859216,0.989693,0.00001008577,0.002715266,0.0004224925,0.0006923146,0.0002502525,0.004300832,0.00003455934,0.00007273585,0.00003575886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962531,0.002119252,0.000067779,0.0006331218,0.0008048622,0.00007679663,0.000002030073,0.000004206767,0.00003886575],"genre_scores_gemma":[0.9990804,0.0004317088,0.00002287822,0.0002577491,0.0001449607,0.000001340549,6.21458e-7,0.000004440712,0.00005592608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06931104,"threshold_uncertainty_score":0.2236983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452941648923283,"score_gpt":0.2829762293812658,"score_spread":0.268446812892033,"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."}}