{"id":"W3171431515","doi":"10.1200/jco.2021.39.15_suppl.6010","title":"Updated report of a phase II randomized trial of transoral surgical resection followed by low-dose or standard postoperative therapy in resectable p16+ locally advanced oropharynx cancer: A trial of the ECOG-ACRIN cancer research group (E3311).","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Clinical endpoint; Surgery; Head and neck cancer; Swallowing; Randomized controlled trial; Randomization; Cancer; Radiation therapy; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01732426,0.000246135,0.006033031,0.0002312626,0.0001194209,0.000006967035,0.0002773613,0.0004795447,0.0006695362],"category_scores_gemma":[0.00995553,0.0001363075,0.001177269,0.001097794,0.001064933,0.0001585406,0.0001036058,0.001853915,1.669835e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004569253,"about_ca_system_score_gemma":0.01246617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009792908,"about_ca_topic_score_gemma":0.004471486,"domain_scores_codex":[0.9856681,0.005919666,0.006064105,0.0004300936,0.00145839,0.000459611],"domain_scores_gemma":[0.9883406,0.00525173,0.002632582,0.0003948876,0.003123808,0.0002563749],"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":[0.9274991,0.009245689,0.0001692017,0.00007626353,0.001094486,0.001504782,0.0007248369,0.00003243801,0.02158246,0.00001530905,0.003766573,0.03428891],"study_design_scores_gemma":[0.8449448,0.1150976,0.00009664211,0.0007100202,0.0002518187,0.0001089047,0.0003635489,0.00004312889,0.01594308,0.00004640715,0.02228775,0.0001062666],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978906,0.003840252,0.00001520724,0.01156097,0.002501638,0.00259172,0.00009632555,0.000005141713,0.0004826871],"genre_scores_gemma":[0.9643129,0.03331541,0.0002483883,0.0002035664,0.0007378577,0.0001897323,0.00001060043,0.00002930605,0.0009522979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1058519,"threshold_uncertainty_score":0.9983841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1467027736056676,"score_gpt":0.5476167240429163,"score_spread":0.4009139504372487,"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."}}