{"id":"W2093504430","doi":"10.1016/j.ijrobp.2013.01.032","title":"Agreement Among RTOG Sarcoma Radiation Oncologists in Contouring Suspicious Peritumoral Edema for Preoperative Radiation Therapy of Soft Tissue Sarcoma of the Extremity","year":2013,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Centre Hospitalier de l’Université de Montréal","funders":"National Cancer Institute","keywords":"Medicine; Contouring; Soft tissue sarcoma; Radiation therapy; Sarcoma; Radiology; Soft tissue; Edema; Surgery; 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":[0.01157753,0.0001457372,0.0002438905,0.002135177,0.000998205,0.001038233,0.00071581,0.0008604771,0.002192223],"category_scores_gemma":[0.05396791,0.0003180781,0.000414386,0.0007234515,0.0006839859,0.001023623,0.001645933,0.0006754011,0.000582697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007744436,"about_ca_system_score_gemma":0.001075693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004710507,"about_ca_topic_score_gemma":0.008506238,"domain_scores_codex":[0.9915131,0.004105151,0.001187057,0.0007348407,0.001587733,0.0008721948],"domain_scores_gemma":[0.9469644,0.03423278,0.005623249,0.002169752,0.008620612,0.002389294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006807807,0.000104282,0.9687499,0.00006657218,0.00008888035,0.0004821505,0.004452236,0.0005252151,0.002083245,0.0001835908,0.0009795169,0.02160357],"study_design_scores_gemma":[0.00009765805,0.0006614258,0.9666918,0.000170635,0.0001467437,0.002491738,0.01581676,0.005557944,0.003055593,0.0005720828,0.004669514,0.00006818306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934921,0.0004408419,0.001097624,0.0004983612,0.00008223607,0.0000684304,0.0000910423,0.00003344101,0.004196033],"genre_scores_gemma":[0.99863,0.0001450841,0.0007355686,0.0001373628,0.00002177744,0.00001698389,0.00007115051,0.00001048029,0.0002315847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01157753,"threshold_uncertainty_score":0.06122857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02702816155786674,"score_gpt":0.3352711527816092,"score_spread":0.3082429912237424,"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."}}