{"id":"W3029682864","doi":"10.1002/cncr.32958","title":"Results of Treatment for Patients With Multicentric or Bilaterally Predisposed Unilateral Wilms Tumor (AREN0534): A report from the Children's Oncology Group","year":2020,"lang":"en","type":"article","venue":"Cancer","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Alberta Children's Hospital; University of Alberta","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Nephrectomy; Wilms' tumor; Chemotherapy; Radiation therapy; Histology; Anaplasia; Stage (stratigraphy); Aniridia; Surgery; Biopsy; Internal medicine; Pathology; Kidney","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":[0.0005500726,0.000140175,0.0002048502,0.0003775551,0.0002702111,0.0002034553,0.0001455688,0.0001782975,0.0008859544],"category_scores_gemma":[0.001509613,0.00006094622,0.0002820593,0.0005187198,0.0001519917,0.0001460503,0.0001794022,0.0002041956,0.00009676441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004970938,"about_ca_system_score_gemma":0.0004441176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001617857,"about_ca_topic_score_gemma":0.003584014,"domain_scores_codex":[0.9994922,0.0001369431,0.00006147904,0.00006335913,0.0001799024,0.00006612983],"domain_scores_gemma":[0.9988065,0.0003560625,0.0005128909,0.00004655284,0.0001114443,0.000166577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006759063,0.0001155757,0.9709148,0.0000638282,0.0001151043,0.0007198504,0.0001485051,0.0001495208,0.0009450895,0.00005474583,0.001287127,0.02480991],"study_design_scores_gemma":[0.00005269887,0.0007424536,0.992721,0.00001815325,0.00008827168,0.003298176,0.0001058341,0.000106707,0.0005059968,0.0000177258,0.002337455,0.000005485711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994595,0.002164285,0.0001408587,0.0002033741,0.00001186045,0.00002751243,0.0003654108,0.000009770459,0.002481938],"genre_scores_gemma":[0.9985054,0.0005490019,0.0001388431,0.00009444465,0.00001940237,0.00001844579,0.0004352503,0.000003223364,0.0002360224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001617857,"threshold_uncertainty_score":0.003606617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016791950967209,"score_gpt":0.2480108251515642,"score_spread":0.2378429056418921,"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."}}