{"id":"W2074609728","doi":"10.1053/j.seminoncol.2007.03.008","title":"Local Management of Adult Soft Tissue Sarcomas","year":2007,"lang":"en","type":"review","venue":"Seminars in Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Radiation therapy; Sarcoma; Soft tissue; Adjuvant radiotherapy; Trunk; Surgery; Soft tissue sarcoma; Adjuvant; Adjuvant therapy; Radiology; Oncology; Chemotherapy; 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":[0.0004532753,0.0007210654,0.001616314,0.001704968,0.0002281677,0.0007277154,0.001045003,0.0007016326,0.002634494],"category_scores_gemma":[0.0007293295,0.0002580433,0.0005687325,0.001448023,0.0004569362,0.0009741914,0.000500194,0.001106787,0.001147232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004281077,"about_ca_system_score_gemma":0.000526513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008688787,"about_ca_topic_score_gemma":0.002886847,"domain_scores_codex":[0.9997967,0.00004627094,0.00003402905,0.00003768275,0.0000667994,0.00001856566],"domain_scores_gemma":[0.9996947,0.0001682361,0.00006394354,0.000008784588,0.00004373214,0.00002053768],"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":[0.00005943134,0.00005332992,0.0002245462,0.01450184,0.00008768016,0.0005225618,0.00003709214,0.0004028621,0.0009081074,0.0004670072,0.01238939,0.9703461],"study_design_scores_gemma":[0.0001373539,0.0005091021,0.004839194,0.01892141,0.0008493208,0.02207986,0.0002520407,0.0003780722,0.001618747,0.001541546,0.9488139,0.00005946597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001871331,0.9990702,0.0001249764,0.00007444729,0.00007015152,0.000003034468,0.000005962429,0.000005456207,0.0004586302],"genre_scores_gemma":[0.001884086,0.9970901,0.000227967,0.0002085589,0.0001418347,0.000005366197,0.00002511229,0.000001985711,0.0004150128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002634494,"threshold_uncertainty_score":0.008813262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04790951265337286,"score_gpt":0.4122803651611181,"score_spread":0.3643708525077453,"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."}}