{"id":"W2769369987","doi":"10.1002/jso.24892","title":"Radiation therapy in retroperitoneal sarcoma management","year":2017,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Radiation therapy; Soft tissue sarcoma; Sarcoma; Soft tissue; Radical surgery; Radiology; Surgery; General surgery; Cancer; Internal medicine; Pathology","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":[0.0005825429,0.0004928084,0.0008834419,0.001915237,0.0002621111,0.0008533628,0.0006548165,0.0009583119,0.002795159],"category_scores_gemma":[0.001483617,0.0002031169,0.0006156851,0.001570102,0.000487512,0.0009980472,0.0005018942,0.001363909,0.0006902652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006108272,"about_ca_system_score_gemma":0.001279397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013068,"about_ca_topic_score_gemma":0.002403295,"domain_scores_codex":[0.9997111,0.00008991433,0.00005808007,0.00003843812,0.00008547743,0.00001699261],"domain_scores_gemma":[0.9994215,0.0003643808,0.0001031066,0.00001208485,0.00007904557,0.00002005009],"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":[0.00004868071,0.00004289544,0.0004028165,0.04360685,0.0001753543,0.0003295806,0.0001372176,0.0003979436,0.0004508161,0.002657806,0.02713807,0.9246121],"study_design_scores_gemma":[0.00002993367,0.0001006373,0.002475719,0.05638225,0.0004647257,0.006845206,0.0002461109,0.0001372808,0.0003433719,0.003888687,0.9290624,0.00002354714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006138621,0.9993144,0.00002516339,0.0001704668,0.00007240143,0.00000156428,0.000003327847,0.000001226946,0.0003500922],"genre_scores_gemma":[0.001006307,0.9984763,0.00007090717,0.0001792073,0.0001229506,0.000002944106,0.000007331636,5.389442e-7,0.0001334596],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002795159,"threshold_uncertainty_score":0.009350717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1263847412847831,"score_gpt":0.4356881613358535,"score_spread":0.3093034200510705,"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."}}