{"id":"W1951385324","doi":"10.1016/j.ijrobp.2015.02.013","title":"Treatment Guidelines for Preoperative Radiation Therapy for Retroperitoneal Sarcoma: Preliminary Consensus of an International Expert Panel","year":2015,"lang":"en","type":"review","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Princess Margaret Cancer Centre","funders":"National Cancer Institute","keywords":"Medicine; Expert opinion; Radiation therapy; Sarcoma; Medical physics; Clinical trial; Clinical Practice; MEDLINE; Surgery; Intensive care medicine; Family medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006719631,0.0005674799,0.002252501,0.0003591597,0.00007854687,0.0000385442,0.0005147198,0.0005675781,0.00002628848],"category_scores_gemma":[0.000789413,0.0004020385,0.001165567,0.0001247207,0.0001852314,0.0002267896,0.0000453763,0.0002542901,0.000004750984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002390842,"about_ca_system_score_gemma":0.002500684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003605865,"about_ca_topic_score_gemma":0.000002568322,"domain_scores_codex":[0.9963179,0.0003763574,0.002117821,0.0004900875,0.0004207535,0.0002770882],"domain_scores_gemma":[0.9906375,0.001201528,0.002985687,0.0003081788,0.004656296,0.000210795],"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":[0.002343766,0.002746905,0.002352093,0.0001302053,0.004144718,0.00003879649,0.0004356416,0.00005293092,0.00002995642,0.0009893316,0.003351982,0.9833837],"study_design_scores_gemma":[0.01597399,0.01499296,0.0004261941,0.0007904745,0.001247072,0.0006783062,0.0001103352,0.001443446,0.0003400469,0.000715897,0.9629539,0.0003274274],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006802858,0.9779788,0.001330161,0.00303342,0.005060646,0.003654106,0.001981529,0.0000411131,0.0001173162],"genre_scores_gemma":[0.004532446,0.9644924,0.01875741,0.0004135629,0.007351938,0.0007860579,0.003495209,0.0001015293,0.00006939106],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9830562,"threshold_uncertainty_score":0.9998431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1948626565112389,"score_gpt":0.469252418996963,"score_spread":0.2743897624857241,"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."}}