{"id":"W3160606677","doi":"10.1016/j.ejso.2021.05.027","title":"Pelvic Ewing sarcoma: Should all patients receive pre-operative radiotherapy, or should it be delivered selectively?","year":2021,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Radiation therapy; Surgery; Sarcoma; Overall survival","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":[0.000799735,0.0003171022,0.001016961,0.0001554863,0.0001190895,0.00004024608,0.000188132,0.0001179581,0.00187575],"category_scores_gemma":[0.0002430536,0.0002098203,0.000399614,0.0003142707,0.0001257687,0.000152384,0.00009194583,0.000785873,0.00003590868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007115555,"about_ca_system_score_gemma":0.0005159841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007944023,"about_ca_topic_score_gemma":0.00001605507,"domain_scores_codex":[0.9958716,0.001807568,0.0009625113,0.0003854029,0.0005360529,0.0004368739],"domain_scores_gemma":[0.9970556,0.0009235716,0.0004568221,0.000219143,0.0008911713,0.0004537147],"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":[0.02376815,0.02298559,0.1015574,0.00009045385,0.006950192,0.2693657,0.013227,0.0001928822,0.003391529,0.000199644,0.08579819,0.4724733],"study_design_scores_gemma":[0.02343281,0.01111672,0.1121722,0.0002454767,0.000562232,0.007096787,0.0005706834,0.00004817687,0.001435276,0.000008583767,0.8430271,0.0002839391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444163,0.004063291,0.00009929203,0.02593749,0.0006313599,0.0004340228,0.00002239169,0.00003215166,0.02436365],"genre_scores_gemma":[0.9781781,0.007279665,0.005379102,0.007251961,0.0006870254,0.000006991471,0.00003465989,0.00008432625,0.001098185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7572289,"threshold_uncertainty_score":0.9990367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08753859276034169,"score_gpt":0.3669224902179713,"score_spread":0.2793838974576296,"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."}}