{"id":"W4414035571","doi":"10.1016/s1470-2045(25)00327-4","title":"Target volume delineation of the neck for radiotherapy in nasopharyngeal carcinoma: CSTRO, CACA, CSCO, HNCIG, ESTRO, and ASTRO guidelines and contouring atlas","year":2025,"lang":"en","type":"review","venue":"The Lancet Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"Guangzhou Municipal Health and Family Planning Commission; Chinese Society of Clinical Oncology; Sun Yat-sen University Cancer Center; Overseas Expertise Introduction Project for Discipline Innovation; National Medical Research Council; National Natural Science Foundation of China; Higher Education Discipline Innovation Project; American Society for Radiation Oncology; Canadian Cancer Society; GOH Foundation; National Cancer Centre of Singapore","keywords":"Contouring; Nasopharyngeal carcinoma; Medicine; Atlas (anatomy); Radiation therapy; Nuclear medicine; Medical physics; Radiology; Anatomy; Computer science; Computer graphics (images)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004041053,0.001120686,0.003261414,0.003848272,0.0002531472,0.001103239,0.003035061,0.0008945559,0.003633552],"category_scores_gemma":[0.00516034,0.0005338564,0.003150497,0.003994556,0.0006289587,0.0008241484,0.0009235338,0.001798844,0.001148243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002904893,"about_ca_system_score_gemma":0.005404954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02375114,"about_ca_topic_score_gemma":0.03307458,"domain_scores_codex":[0.9986154,0.0004251809,0.0003897693,0.0001399541,0.0003810549,0.00004870321],"domain_scores_gemma":[0.9986706,0.0007262115,0.0002789229,0.00003646453,0.0002606603,0.00002719779],"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":[0.00021686,0.00002053967,0.0004088089,0.08327699,0.0007619804,0.00003647004,0.00008487346,0.001764262,0.0004699634,0.00322525,0.03560024,0.8741338],"study_design_scores_gemma":[0.0004757671,0.0003173348,0.008290162,0.1280939,0.005779468,0.001316959,0.0001700564,0.001389316,0.001122193,0.005782771,0.8471318,0.0001302425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001514572,0.9977466,0.0005639915,0.0003604438,0.0001792157,0.00005073683,0.0002961409,0.00001506103,0.0006362181],"genre_scores_gemma":[0.002514388,0.9919003,0.003700149,0.0005747604,0.00008745327,0.0001222823,0.0006281117,0.00002549374,0.000447135],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02375114,"threshold_uncertainty_score":0.04722577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09640573677932696,"score_gpt":0.4133309517306517,"score_spread":0.3169252149513247,"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."}}