{"id":"W2803823444","doi":"10.1002/cncr.31553","title":"Fusion status in patients with lymph node‐positive (N1) alveolar rhabdomyosarcoma is a powerful predictor of prognosis: Experience of the European Paediatric Soft Tissue Sarcoma Study Group (EpSSG)","year":2018,"lang":"en","type":"article","venue":"Cancer","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Cancer Research; Fondazione Città della Speranza","keywords":"Medicine; Rhabdomyosarcoma; Soft tissue sarcoma; Lymph node; Univariate analysis; Radiation therapy; Biopsy; Sarcoma; Alveolar rhabdomyosarcoma; Oncology; Soft tissue; Chemotherapy; Surgery; Internal medicine; Multivariate analysis; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001548513,0.0002605325,0.0004400553,0.0001361072,0.00007286562,0.00001070327,0.0002124574,0.00005101963,0.0001496752],"category_scores_gemma":[0.00004792734,0.0001586226,0.00008449602,0.0006190091,0.000277055,0.0001037854,0.0001764952,0.0001054164,0.000008723338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002200064,"about_ca_system_score_gemma":0.0001355986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008294471,"about_ca_topic_score_gemma":0.0001005049,"domain_scores_codex":[0.9978436,0.0002226773,0.0004616493,0.0004536104,0.0006456266,0.000372876],"domain_scores_gemma":[0.99862,0.00006998258,0.000302048,0.0005274197,0.0003459128,0.0001346231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006313927,0.00448431,0.9649164,0.00005121242,0.0001411634,0.00002366971,0.01186846,7.752964e-7,0.0002597174,0.000002806268,0.0001792159,0.01744089],"study_design_scores_gemma":[0.008251413,0.002390295,0.9812218,0.0005165584,0.0002515535,0.000001940462,0.001121942,0.0000113585,0.005807051,0.000002779442,0.0002728047,0.00015053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995095,0.002134838,0.000008593172,0.0001187046,0.0001866039,0.001948674,0.0001387696,0.00002142693,0.000347445],"genre_scores_gemma":[0.9991506,0.00007876418,0.0001385758,0.0002310358,0.0001158286,0.0002002587,0.00001284285,0.00004443,0.0000276123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01729036,"threshold_uncertainty_score":0.6468444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008636239185046808,"score_gpt":0.256848195382115,"score_spread":0.2482119561970682,"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."}}