{"id":"W2050171304","doi":"10.1016/s0022-3468(00)90030-7","title":"Aggressive surgery is unwarranted for biliary tract rhabdomyosarcoma","year":2000,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pediatric Oncology Group","funders":"National Cancer Institute","keywords":"Medicine; Surgery; Rhabdomyosarcoma; Ifosfamide; Cyclophosphamide; Vincristine; Etoposide; Chemotherapy; Sarcoma","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001018939,0.0002764502,0.001135265,0.0007681713,0.00009975253,0.00003064275,0.00009124103,0.0001573174,0.001648876],"category_scores_gemma":[0.0008440422,0.0002026687,0.001589406,0.0005681377,0.00004039034,0.000209232,0.000009024482,0.0002506676,0.00005377237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147282,"about_ca_system_score_gemma":0.0007464937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000148362,"about_ca_topic_score_gemma":5.487435e-7,"domain_scores_codex":[0.997407,0.00009614839,0.001228254,0.0002444517,0.0005764989,0.0004476025],"domain_scores_gemma":[0.992092,0.005874885,0.001032156,0.0002743262,0.0003696781,0.0003569601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006678309,0.001342563,0.5952461,0.00009071224,0.0002334773,0.002295041,0.00007727768,0.000002035861,0.00001402507,7.702333e-7,0.2810899,0.1189403],"study_design_scores_gemma":[0.004684273,0.0005589085,0.9237248,0.0005259379,0.003328727,0.00489476,0.0001552852,0.00005081491,0.001848743,0.0002920705,0.05929105,0.0006446083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749553,0.02075083,0.00001770932,0.002846218,0.0009417272,0.0002809404,0.00004271338,0.00002700004,0.0001375812],"genre_scores_gemma":[0.9733449,0.01873081,0.0004743065,0.001067085,0.006017004,0.00002789958,0.00002018812,0.00005423453,0.0002635903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3284787,"threshold_uncertainty_score":0.9992638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0356467906413714,"score_gpt":0.2875167429412201,"score_spread":0.2518699522998488,"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."}}