{"id":"W4214517876","doi":"10.1016/s1470-2045(22)00058-4","title":"Elective upper-neck versus whole-neck irradiation of the uninvolved neck in patients with nasopharyngeal carcinoma: an open-label, non-inferiority, multicentre, randomised phase 3 trial","year":2022,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Nasopharyngeal carcinoma; Chemoradiotherapy; Radiation therapy; Clinical endpoint; Surgery; Internal medicine; Head and neck cancer; Stage (stratigraphy); Randomized controlled trial; Oncology","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":[0.001958332,0.002729919,0.003985816,0.0003556184,0.0005196143,0.001337462,0.001324036,0.002309341,0.0093101],"category_scores_gemma":[0.002298675,0.0007780745,0.003845725,0.0004781692,0.001622498,0.001366182,0.0005488142,0.004376287,0.00114591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138126,"about_ca_system_score_gemma":0.00128636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001965593,"about_ca_topic_score_gemma":0.00464416,"domain_scores_codex":[0.9991818,0.0004681893,0.00003891832,0.0001413877,0.00004482582,0.0001248871],"domain_scores_gemma":[0.9989256,0.0004715524,0.0001949053,0.00009954752,0.00004359111,0.0002647769],"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":[0.9883904,0.001888459,0.0001841815,0.0005925432,0.0008183017,0.00002346706,0.00004318962,0.0003041693,0.0008774433,0.00009004186,0.0005010815,0.00628669],"study_design_scores_gemma":[0.9719748,0.02614147,0.0005989149,0.00003703303,0.0003771685,0.00002149438,0.00002399413,0.0002377919,0.0001104185,0.0002076033,0.0002569479,0.0000123126],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800521,0.009414723,0.00111414,0.001186534,0.00149882,0.002859102,0.001136961,0.0001381141,0.002599537],"genre_scores_gemma":[0.9822941,0.004086232,0.001753837,0.00165599,0.0006716154,0.003463445,0.000997817,0.00004374494,0.005033231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0093101,"threshold_uncertainty_score":0.03114539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05994447375781779,"score_gpt":0.3615181426480635,"score_spread":0.3015736688902457,"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."}}