{"id":"W2793494262","doi":"10.1016/j.jpurol.2018.02.012","title":"Active surveillance for antenatally detected ureteroceles: Predictors of success","year":2018,"lang":"en","type":"article","venue":"Journal of Pediatric Urology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Hydronephrosis; Vesicoureteral reflux; Hydroureter; Cohort; Urinary system; Ureterocele; Retrospective cohort study; Duplex (building); Surgery; Urology; Reflux; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008133752,0.0003231369,0.00040558,0.0008730727,0.0004312591,0.001160369,0.0006454948,0.0008693985,0.002342773],"category_scores_gemma":[0.01378506,0.000315584,0.0004921507,0.0009479229,0.0004942759,0.001141488,0.0005047627,0.001486772,0.0001850169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002876538,"about_ca_system_score_gemma":0.0008995424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00300023,"about_ca_topic_score_gemma":0.003166653,"domain_scores_codex":[0.9991818,0.0002080736,0.0001035711,0.0000967181,0.0001620726,0.0002476812],"domain_scores_gemma":[0.9870713,0.007267591,0.0030343,0.0003723186,0.000521832,0.001732629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006545938,0.00002952889,0.9982222,0.000007376994,0.00001411851,0.0001622819,0.00004972578,0.00002854278,0.00006664257,0.0000156748,0.00002555147,0.001312887],"study_design_scores_gemma":[0.000004852955,0.0001560293,0.9973201,0.00003377262,0.00004669274,0.0011832,0.0004651015,0.000496055,0.0001159019,0.00005006353,0.0001228209,0.000005433036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977946,0.0009754724,0.00008944052,0.0001739858,0.00001575191,0.000004399147,0.00008551607,0.000004224293,0.0008566333],"genre_scores_gemma":[0.9995136,0.0002804603,0.00004820419,0.00001159069,0.00002314285,0.00000167819,0.00006214044,0.000002030496,0.00005722779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00300023,"threshold_uncertainty_score":0.007837296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255994684974626,"score_gpt":0.2716106932035457,"score_spread":0.2590507463537994,"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."}}