{"id":"W4206922760","doi":"10.1245/s10434-021-11266-6","title":"Kidney Preservation and Wilms Tumor Development in Children with Diffuse Hyperplastic Perilobar Nephroblastomatosis: A Report from the Children’s Oncology Group Study AREN0534","year":2022,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre","funders":"National Cancer Institute","keywords":"Medicine; Chemotherapy; Nephrectomy; Wilms' tumor; Regimen; Radiological weapon; Vincristine; Surgical oncology; Chemotherapy regimen; Kidney disease; Kidney; Surgery; Internal medicine; Cyclophosphamide","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":[0.0003845237,0.0003649171,0.0003998463,0.001449334,0.0007385226,0.0006559942,0.0004102329,0.0004027234,0.001107005],"category_scores_gemma":[0.001309918,0.0003202882,0.0004437361,0.001952346,0.000551708,0.0004974233,0.0004600258,0.000537879,0.0001265619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000587769,"about_ca_system_score_gemma":0.0008060164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01448742,"about_ca_topic_score_gemma":0.01112896,"domain_scores_codex":[0.9995624,0.0001010099,0.0000375942,0.00008425735,0.0001064672,0.0001080789],"domain_scores_gemma":[0.9990144,0.0002261366,0.0003711937,0.00005982888,0.0001057429,0.0002226689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006541798,0.00002686797,0.9959777,0.00000779378,0.00002468718,0.002636941,0.0001488112,0.00003865761,0.000267364,0.00003296498,0.0001274778,0.0006452916],"study_design_scores_gemma":[0.000007629582,0.0001004971,0.989593,0.000005452377,0.00004053762,0.009153434,0.0004386135,0.0000501419,0.000164086,0.0000187921,0.000421992,0.000005835851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983875,0.0003422018,0.00004291808,0.00006235474,0.000005781907,0.000005892448,0.0003495338,0.000004795084,0.0007990507],"genre_scores_gemma":[0.9994193,0.0001872318,0.00003599275,0.00001715655,0.00000922307,0.000004131883,0.0002291735,0.000002115199,0.00009571886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01448742,"threshold_uncertainty_score":0.02880615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415064920449778,"score_gpt":0.2687169910245059,"score_spread":0.2545663418200081,"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."}}