{"id":"W4379339717","doi":"10.1200/jco.2023.41.16_suppl.6054","title":"Association between locoregional failure and <i>NFE2L2/KEAP1/CUL3 </i>pathway mutations in NRG/RTOG 9512: A randomized trial of hyperfractionation vs. conventional fractionation in T2N0 glottic squamous cell carcinoma (SCC).","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Cumulative incidence; Oncology; Internal medicine; Glottis; Hazard ratio; Confidence interval; Larynx; Surgery; Cohort","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":[0.003925988,0.001255556,0.002256621,0.0003801371,0.0003389665,0.001079421,0.001247779,0.001443794,0.004271456],"category_scores_gemma":[0.002818713,0.0005647213,0.002166496,0.0004383576,0.001278307,0.0006560292,0.0004715662,0.002567183,0.0005683266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001418889,"about_ca_system_score_gemma":0.001047262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593854,"about_ca_topic_score_gemma":0.002885162,"domain_scores_codex":[0.9982806,0.00106364,0.000125179,0.0002882406,0.00008305995,0.0001592645],"domain_scores_gemma":[0.9979279,0.0006665435,0.0005818433,0.0001901942,0.00007775968,0.0005557179],"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":[0.9835868,0.002888046,0.001985406,0.0002105179,0.0009092544,0.00001472781,0.00003853669,0.000273175,0.001503561,0.00004035669,0.0002465736,0.008303043],"study_design_scores_gemma":[0.7557325,0.2286383,0.01044198,0.00005499265,0.00225639,0.00006668665,0.00004644437,0.00106303,0.0008982815,0.0001924155,0.0005814562,0.00002749634],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962707,0.001489986,0.0001816708,0.0002087877,0.0001148549,0.0009491654,0.0002928285,0.00003115341,0.0004608683],"genre_scores_gemma":[0.9974174,0.0004409608,0.0003415039,0.0002462882,0.0001037794,0.0006736455,0.0002991195,0.000007107329,0.0004700806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004271456,"threshold_uncertainty_score":0.02076286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08298177096268915,"score_gpt":0.4213288110750374,"score_spread":0.3383470401123483,"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."}}