{"id":"W4410349863","doi":"10.1002/pbc.31790","title":"Remaining Challenges in the Treatment of Relapsed Wilms Tumor: Children's Oncology Group and International Society of Paediatric Oncology Perspectives","year":2025,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Cancer Institute; St. Baldrick's Foundation","keywords":"Medicine; Pediatric oncology; Cog; Wilms' tumor; Oncology; Internal medicine; Multidisciplinary approach; Clinical Oncology; 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":[0.01318125,0.0006960924,0.001307963,0.001179773,0.00127549,0.004237714,0.001491029,0.006480761,0.005233598],"category_scores_gemma":[0.01322415,0.0002574059,0.0011538,0.001219674,0.002643533,0.005766115,0.002797569,0.01087822,0.00137543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003535122,"about_ca_system_score_gemma":0.01130913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005859305,"about_ca_topic_score_gemma":0.01183995,"domain_scores_codex":[0.9971103,0.001003282,0.0002587654,0.0003453607,0.0008059546,0.0004764088],"domain_scores_gemma":[0.9822482,0.006921175,0.001193094,0.0003877726,0.004508011,0.004741762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002211968,0.0001170677,0.004523971,0.001400211,0.0001309622,0.0007137756,0.0003787453,0.0007673229,0.0004541997,0.02101167,0.5543681,0.4159127],"study_design_scores_gemma":[0.00007349333,0.0002046328,0.003869285,0.002364193,0.0001413899,0.001494882,0.0009386956,0.0002719857,0.000256206,0.01840944,0.9719217,0.00005397078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001274037,0.3528156,0.0006623478,0.6323813,0.00925492,0.000009617859,0.0001260065,0.00004764735,0.003428623],"genre_scores_gemma":[0.02981112,0.7195886,0.005282949,0.167826,0.07329901,0.00007067816,0.0004639368,0.00007845505,0.00357928],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01318125,"threshold_uncertainty_score":0.06970996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287315177764446,"score_gpt":0.284026137935007,"score_spread":0.2711529861573625,"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."}}