{"id":"W4417201089","doi":"10.1158/1557-3265.earlyonsetca25-b002","title":"Abstract B002: Addressing knowledge gaps in early-onset cancers: Radiological insights into oncogenic-immune dynamics of anaplastic Wilms tumors","year":2025,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiological weapon; Wilms' tumor; Immune system; Personalized medicine; Radiological imaging; Immunophenotyping","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004020729,0.0005301138,0.0008069479,0.004408198,0.0006630433,0.002979382,0.0008954509,0.001258174,0.01740108],"category_scores_gemma":[0.01108873,0.0002838614,0.0006143235,0.003904849,0.0007858489,0.002484249,0.001979177,0.001395487,0.003185687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008105789,"about_ca_system_score_gemma":0.002156395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001651488,"about_ca_topic_score_gemma":0.002060147,"domain_scores_codex":[0.9989826,0.0002829224,0.0001279449,0.0002625185,0.0002561093,0.00008787625],"domain_scores_gemma":[0.9951662,0.002218702,0.000747823,0.000363655,0.00111376,0.0003898966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001053024,0.0001244668,0.1023209,0.01249758,0.0006661987,0.002154824,0.001653566,0.002684172,0.03218115,0.0113154,0.1258277,0.7075211],"study_design_scores_gemma":[0.000121407,0.0002663957,0.238004,0.005872747,0.0009402615,0.006632013,0.002923832,0.005340572,0.01940765,0.03927825,0.6810123,0.0002005838],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3500101,0.3548968,0.08086547,0.09099863,0.009877505,0.0004043387,0.06835607,0.002743505,0.04184752],"genre_scores_gemma":[0.7680331,0.1017182,0.0533392,0.009525625,0.007458809,0.0004618491,0.04607125,0.0007230466,0.01266881],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01740108,"threshold_uncertainty_score":0.0582124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0754728213299657,"score_gpt":0.4553193133154719,"score_spread":0.3798464919855062,"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."}}