{"id":"W2162561395","doi":"10.1016/s0140-6736(00)04520-7","title":"Medical versus surgical treatment in children with severe bilateral vesicoureteric reflux and bilateral nephropathy: a randomised trial","year":2001,"lang":"en","type":"article","venue":"The Lancet","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":326,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"Fonds National de la Recherche Luxembourg","keywords":"Medicine; Reflux nephropathy; Renal function; Vesicoureteric reflux; Reflux; Cystography; Urinary system; Urology; Internal medicine; Pediatrics; Surgery; Vesicoureteral reflux; Gastroenterology; 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":[0.0003718892,0.0001899138,0.0006783418,0.00006121102,0.00009632314,0.000009173673,0.0001005555,0.0001659575,0.0001507728],"category_scores_gemma":[0.00005087461,0.00009183411,0.00005525761,0.00013381,0.0003043854,0.00003519124,0.00004467986,0.0002859264,0.00001352726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003575103,"about_ca_system_score_gemma":0.00009660478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006817918,"about_ca_topic_score_gemma":0.00007271812,"domain_scores_codex":[0.998765,0.0001991794,0.0002130399,0.0002615215,0.000186541,0.000374732],"domain_scores_gemma":[0.9993115,0.000266936,0.00005447574,0.0002527582,0.00001350744,0.0001008227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6254138,0.0001641346,0.3701665,0.000002376521,0.0005517314,0.0008623386,0.0003283566,0.000001271903,0.000006621603,0.00001269448,0.0007625371,0.001727675],"study_design_scores_gemma":[0.5891809,0.003664292,0.4006009,0.000006461297,0.0003640825,0.002460813,0.00001216177,0.00004878122,0.000003912506,0.00003480564,0.003508169,0.0001146363],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870248,0.000906521,7.149189e-7,0.01019257,0.0001278653,0.0007516953,0.000005524123,0.00004885539,0.0009413847],"genre_scores_gemma":[0.9943913,0.002265278,0.00003188926,0.001078968,0.001917501,0.00009920552,0.00002036781,0.00001198732,0.0001835363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03623283,"threshold_uncertainty_score":0.3744887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02551065612710514,"score_gpt":0.2888349108761222,"score_spread":0.2633242547490171,"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."}}