{"id":"W2127333657","doi":"10.1200/jco.2014.58.5828","title":"Significant Reduction of Late Toxicities in Patients With Extremity Sarcoma Treated With Image-Guided Radiation Therapy to a Reduced Target Volume: Results of Radiation Therapy Oncology Group RTOG-0630 Trial","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":286,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Connective Tissue Oncology Society","keywords":"Medicine; Cohort; Radiation therapy; Image-guided radiation therapy; Sarcoma; Soft tissue sarcoma; Surgery; Randomized controlled trial; Cohort study; Cancer; Soft tissue; Radiology; Internal medicine; Pathology","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":[0.001866101,0.0007461531,0.001132734,0.0001653684,0.0002206286,0.0006516119,0.0005271085,0.0006767735,0.001201422],"category_scores_gemma":[0.0009404024,0.000212837,0.0009954709,0.0002215851,0.0005070495,0.0003548257,0.0002396179,0.001637522,0.0002641152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000506487,"about_ca_system_score_gemma":0.0008974975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006317322,"about_ca_topic_score_gemma":0.001524038,"domain_scores_codex":[0.999373,0.0004125793,0.00003436524,0.00006921093,0.00005533829,0.00005545303],"domain_scores_gemma":[0.9993278,0.0001363644,0.000214338,0.00007492051,0.00003550458,0.0002111886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8368143,0.02577631,0.02385904,0.0005537095,0.001641172,0.0001430112,0.0001786571,0.002415666,0.02437573,0.0001618141,0.002065591,0.08201499],"study_design_scores_gemma":[0.4820855,0.4481646,0.06140597,0.00005587576,0.0009591579,0.0003305855,0.00004818161,0.001581197,0.00331503,0.000213114,0.001814162,0.00002663603],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973935,0.001052025,0.0002181307,0.0001921681,0.00003159272,0.0002972837,0.0001814301,0.00002406408,0.0006097202],"genre_scores_gemma":[0.9963026,0.0007183536,0.000701022,0.0004366853,0.00008322243,0.0003619352,0.0008089576,0.00001074125,0.0005763657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001866101,"threshold_uncertainty_score":0.009869039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073716609628326,"score_gpt":0.4053801225383275,"score_spread":0.2980084615754949,"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."}}