{"id":"W4414195497","doi":"10.6004/jnccn.2025.7056","title":"Perioperative Radiotherapy and Survival After Surgical Treatment of Nonmetastatic Retroperitoneal Sarcoma","year":2025,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Perioperative; Context (archaeology); Sarcoma; Liposarcoma; Overall survival; Guideline; Soft tissue sarcoma","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":[0.0002811899,0.00006681757,0.0001163923,0.0002497878,0.00009292042,0.0001974567,0.000176539,0.0001217514,0.0008412143],"category_scores_gemma":[0.002569162,0.00006749023,0.0002319247,0.0003674133,0.0001502459,0.0001598174,0.0001796514,0.0002662178,0.00008363478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002305282,"about_ca_system_score_gemma":0.000267059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001108771,"about_ca_topic_score_gemma":0.001941786,"domain_scores_codex":[0.9998187,0.00005552847,0.00002789326,0.00002981241,0.00004153876,0.00002649051],"domain_scores_gemma":[0.9983312,0.0003376193,0.001084294,0.00004875417,0.00007018445,0.0001278575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009781517,0.00001576901,0.9949209,0.00001656286,0.00003678466,0.00006370493,0.00002116136,0.0001829873,0.0001956659,0.00001370451,0.00007734777,0.004357622],"study_design_scores_gemma":[0.000005862581,0.0001229905,0.9982679,0.00001387736,0.00003488085,0.000695485,0.00005458534,0.000338084,0.0001895346,0.00002557202,0.0002487748,0.00000252069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984753,0.0008881366,0.0001293362,0.00008137511,0.000004762586,0.000002252782,0.0001536185,0.000003980454,0.0002612595],"genre_scores_gemma":[0.9994689,0.0002535849,0.0000497668,0.0000155185,0.000006444453,0.000002270724,0.0001619637,0.000001019632,0.00004066236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001108771,"threshold_uncertainty_score":0.002814114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03158072284336984,"score_gpt":0.3419503267951725,"score_spread":0.3103696039518027,"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."}}