{"id":"W4392978770","doi":"10.1200/jco.23.02086","title":"Reduced-Volume Irradiation of Uninvolved Neck in Patients With Nasopharyngeal Cancer: Updated Results From an Open-Label, Noninferiority, Multicenter, Randomized Phase III Trial","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Nasopharyngeal cancer; Radiation therapy; Cancer; Randomized controlled trial; Oncology; Open label; Nuclear medicine; Internal medicine; Nasopharyngeal carcinoma","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":[0.007452788,0.0005897094,0.002130901,0.0003368194,0.0002167165,0.001028352,0.0007187507,0.0006074454,0.001274739],"category_scores_gemma":[0.005016471,0.0002138382,0.002135384,0.0005494627,0.0005725496,0.0009187073,0.0002704449,0.001725215,0.0001935172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006675695,"about_ca_system_score_gemma":0.001214733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00065037,"about_ca_topic_score_gemma":0.002183079,"domain_scores_codex":[0.9980679,0.001325923,0.0001390947,0.0001433773,0.0002021587,0.0001215359],"domain_scores_gemma":[0.9971814,0.001154381,0.0007768407,0.0002982984,0.0002409753,0.0003481082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6598548,0.01011122,0.007033968,0.003393913,0.00624678,0.00009551276,0.0002724362,0.002239515,0.01267217,0.0004785568,0.004780316,0.2928208],"study_design_scores_gemma":[0.6515889,0.281342,0.0372387,0.0005031333,0.0101041,0.0003387522,0.0001288584,0.002095352,0.005197069,0.000880563,0.01049306,0.00008960465],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964787,0.0270084,0.001901364,0.0008890957,0.000511599,0.001403262,0.00132669,0.0001139521,0.002058714],"genre_scores_gemma":[0.9729581,0.01410183,0.004532466,0.001565096,0.0005197169,0.002006889,0.002984344,0.00005885938,0.001272686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007452788,"threshold_uncertainty_score":0.03941458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.117500520297527,"score_gpt":0.4876263936029576,"score_spread":0.3701258733054306,"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."}}