{"id":"W4406772119","doi":"10.1002/pbc.31538","title":"Lymph Node Staging and Treatment in Pediatric Patients With Soft Tissue Sarcomas: A Consensus Opinion From the Children's Oncology Group, European <i>paediatric</i> Soft Tissue Sarcoma Study Group, and the Cooperative Weichteilsarkom Studiengruppe","year":2025,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"National Cancer Institute","keywords":"Medicine; Rhabdomyosarcoma; Soft tissue sarcoma; Sarcoma; Lymph node; Soft tissue; Pediatric oncology; Radiology; Oncology; Internal medicine; Pathology; 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":[0.02236892,0.0003549866,0.0006493918,0.001398493,0.0007332832,0.001220632,0.002207482,0.001945858,0.0005879239],"category_scores_gemma":[0.02177671,0.0002337847,0.0009546043,0.001219722,0.001367397,0.001102623,0.001162334,0.004142113,0.0005418807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001846706,"about_ca_system_score_gemma":0.007216139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005328095,"about_ca_topic_score_gemma":0.008405848,"domain_scores_codex":[0.9910266,0.003945754,0.002288664,0.000570082,0.001691077,0.000477852],"domain_scores_gemma":[0.9814401,0.005145284,0.001842977,0.0005204451,0.009584325,0.001466853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002677871,0.0001126002,0.03721907,0.003691877,0.0002685633,0.001110356,0.002748238,0.002118947,0.004470632,0.007321615,0.2398985,0.7007717],"study_design_scores_gemma":[0.0002215193,0.0005151775,0.06053648,0.01564852,0.0005900689,0.005310545,0.007942339,0.003044591,0.00532015,0.01010918,0.8905712,0.0001901746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05093771,0.3387917,0.04236051,0.5085343,0.02724723,0.001047026,0.001467272,0.0003071981,0.02930712],"genre_scores_gemma":[0.3817362,0.3414518,0.1679512,0.0799372,0.01494147,0.001727175,0.004075314,0.0003309845,0.007848537],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02236892,"threshold_uncertainty_score":0.1182996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009154767561058945,"score_gpt":0.2690684220827692,"score_spread":0.2599136545217103,"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."}}