{"id":"W4400614324","doi":"10.1016/j.ijrobp.2024.07.2143","title":"International Recommendations on Postoperative Management for Potentially Resectable Locally Recurrent Nasopharyngeal Carcinoma","year":2024,"lang":"en","type":"review","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Shenzhen Key Laboratory Fund; Shenzhen Fundamental Research and Discipline Layout project; Sanming Project of Medicine in Shenzhen; Shenzhen Municipal Science and Technology Innovation Council; Science, Technology and Innovation Commission of Shenzhen Municipality; University of Hong Kong-Shenzhen Hospital; BeiGene; AstraZeneca","keywords":"Medicine; Context (archaeology); Nasopharyngeal carcinoma; Hyperfractionation; Delphi method; Margin (machine learning); Radiation therapy; Intensive care medicine; Surgery; Dose fractionation","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":[0.01744813,0.001397067,0.001635491,0.005637528,0.001139132,0.00240329,0.00431877,0.004498683,0.00529578],"category_scores_gemma":[0.04340221,0.0006835965,0.004739477,0.003952956,0.001658188,0.002776732,0.002940879,0.004991995,0.002931996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003385392,"about_ca_system_score_gemma":0.01266402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00934865,"about_ca_topic_score_gemma":0.009042163,"domain_scores_codex":[0.9867275,0.004984016,0.004126385,0.0005153949,0.003016716,0.0006300025],"domain_scores_gemma":[0.9781318,0.008124858,0.00293273,0.0005815892,0.009462073,0.0007669192],"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":[0.0001599304,0.0001360721,0.002163348,0.03680784,0.0003922824,0.0006033413,0.001586668,0.001535408,0.001245364,0.009981898,0.2559984,0.6893895],"study_design_scores_gemma":[0.00008448451,0.00009034979,0.002611698,0.08524188,0.0008064633,0.000696372,0.001073784,0.0003228686,0.0005443917,0.006292406,0.9021455,0.00008966507],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003282947,0.7457623,0.02423722,0.1522701,0.01471969,0.002042975,0.002771846,0.0005561595,0.05435666],"genre_scores_gemma":[0.02338478,0.8181446,0.08593792,0.04979723,0.002751637,0.003587818,0.00460104,0.0002623113,0.0115326],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01744813,"threshold_uncertainty_score":0.09227562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05853124591358329,"score_gpt":0.4145331028438046,"score_spread":0.3560018569302213,"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."}}