{"id":"W2972353786","doi":"10.1016/j.ijrobp.2019.06.2519","title":"Using Edmonton Symptom Assessment Scale in Pre-operative Radiotherapy for Retroperitoneal Sarcoma.","year":2019,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Nausea; Radiation therapy; Cohort; Sarcoma; Chemotherapy; Mann–Whitney U test; Soft tissue sarcoma; Medical record; Liposarcoma; Surgery; Internal medicine","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":[0.0003971162,0.0003609933,0.0003631444,0.0009120691,0.0002233846,0.0002623201,0.0003699624,0.0003882065,0.002666228],"category_scores_gemma":[0.001741497,0.000132903,0.0006407864,0.0005214327,0.0001772342,0.0003728711,0.0003043982,0.0006288116,0.0003214715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002406871,"about_ca_system_score_gemma":0.000447402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003556892,"about_ca_topic_score_gemma":0.009480262,"domain_scores_codex":[0.9997159,0.00005835585,0.00004653936,0.0000349641,0.0001044793,0.00003972762],"domain_scores_gemma":[0.9995522,0.0001030165,0.0001642529,0.00001632052,0.00009513681,0.00006920117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004541948,0.0004181423,0.9623742,0.000217351,0.0002017373,0.001242109,0.0002278688,0.0006227866,0.001672449,0.0001053052,0.004609791,0.02785393],"study_design_scores_gemma":[0.00003649639,0.00036493,0.9951375,0.00005555257,0.00005458188,0.001707954,0.0001800779,0.00059971,0.0002991062,0.00007962966,0.00146182,0.00002266326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767804,0.005057224,0.0009370845,0.0007270685,0.0002184778,0.000393054,0.002990188,0.00005151154,0.01284514],"genre_scores_gemma":[0.9926497,0.001352655,0.001137751,0.0001859928,0.00004590011,0.0001444387,0.0015628,0.000006407007,0.002914306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003556892,"threshold_uncertainty_score":0.008919418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02781503916999911,"score_gpt":0.3963961608083118,"score_spread":0.3685811216383127,"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."}}