{"id":"W4207030979","doi":"10.1245/s10434-021-11311-4","title":"ASO Video Abstract: 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":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre","funders":"","keywords":"Surgical oncology; Medicine; Pediatric oncology; Wilms' tumor; Pathology; Oncology; Internal medicine; Cancer","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":[0.00009838973,0.0004060003,0.0002180314,0.0009610105,0.0003957483,0.0003084254,0.0002344262,0.000731729,0.07794926],"category_scores_gemma":[0.0005933195,0.0001019316,0.0002527413,0.0009035609,0.0001021856,0.000244945,0.0002184879,0.0005860835,0.004843602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004233481,"about_ca_system_score_gemma":0.0003889439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01855623,"about_ca_topic_score_gemma":0.02711889,"domain_scores_codex":[0.9999225,0.00000859514,0.000003064855,0.00001228064,0.00002522472,0.00002824575],"domain_scores_gemma":[0.9997326,0.00006215548,0.00004447002,0.000008241872,0.00004915609,0.0001035152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002874002,0.0001021706,0.04062039,0.0001963317,0.00003205797,0.03967376,0.00009716407,0.0001552153,0.001208654,0.0005871955,0.8921722,0.0248675],"study_design_scores_gemma":[0.0002153192,0.0001893308,0.3429816,0.0004109017,0.00006591705,0.05843079,0.0006854468,0.000906423,0.001641821,0.0006775248,0.593761,0.0000340236],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2873716,0.01098145,0.002511383,0.06019662,0.03412911,0.0009562335,0.2090959,0.0008618035,0.3938959],"genre_scores_gemma":[0.5943434,0.01158048,0.004238514,0.00820736,0.01813161,0.0003065884,0.05066297,0.0003207035,0.3122084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07794926,"threshold_uncertainty_score":0.2607663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471603031593867,"score_gpt":0.2714934688127922,"score_spread":0.2567774384968536,"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."}}