{"id":"W4392900205","doi":"10.1016/j.semradonc.2024.02.002","title":"Progress in Retroperitoneal Sarcoma Management: Surgical and Radiotherapy Approaches","year":2024,"lang":"en","type":"article","venue":"Seminars in Radiation Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Radiation therapy; Sarcoma; Randomized controlled trial; Overall survival; Surgical resection; Surgery; Radiology; 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":[0.006388442,0.0007719888,0.001207671,0.002047968,0.0006208775,0.002850768,0.001512378,0.002049627,0.004914846],"category_scores_gemma":[0.005495651,0.0002768412,0.001021397,0.001298699,0.003091242,0.004709667,0.002132935,0.004758134,0.001520546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917095,"about_ca_system_score_gemma":0.00472504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001369259,"about_ca_topic_score_gemma":0.00289415,"domain_scores_codex":[0.9980931,0.0006559019,0.0002553285,0.0003642741,0.0004687962,0.000162641],"domain_scores_gemma":[0.9942037,0.002768194,0.0007300069,0.0003201185,0.001129275,0.0008488021],"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":[0.0002040214,0.0002234543,0.002117856,0.004427182,0.0001166285,0.0003857347,0.0002132039,0.001282565,0.0009423153,0.01725038,0.01602183,0.9568147],"study_design_scores_gemma":[0.0002005763,0.001515646,0.01033327,0.01891575,0.0004242279,0.00733145,0.001773504,0.002543961,0.001760855,0.05433996,0.900663,0.0001977152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002659093,0.9423471,0.003740518,0.04211054,0.002176535,0.00001949493,0.00003966125,0.00004812491,0.006858859],"genre_scores_gemma":[0.03430738,0.9265556,0.008553703,0.01381381,0.01450381,0.0000631986,0.0001375978,0.00004293238,0.002021955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006388442,"threshold_uncertainty_score":0.0337857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02526319419737033,"score_gpt":0.3318962976598389,"score_spread":0.3066331034624685,"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."}}