{"id":"W4293074253","doi":"10.1200/jco.2022.40.16_suppl.6067","title":"Transoral robotic surgery (TORS)-guided radiotherapy (RT) volume de-intensification in p16-positive unknown primary squamous cell carcinoma (SCC) of the neck: A phase 2 trial (FIND).","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Tonsil; Swallowing; Radiation therapy; Transoral robotic surgery; Neck dissection; Dysphagia; Head and neck cancer; Surgery; Basal cell; Cancer; Nuclear medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007340043,0.0005461723,0.0008918886,0.000239972,0.0001280596,0.0005392699,0.0004032989,0.0004875989,0.002602069],"category_scores_gemma":[0.0003971088,0.0002475022,0.001052903,0.0002283938,0.0003692117,0.0003387226,0.0002265324,0.000981443,0.0004031878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004326022,"about_ca_system_score_gemma":0.0005453281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008525886,"about_ca_topic_score_gemma":0.002512702,"domain_scores_codex":[0.9998537,0.00005700401,0.00001064634,0.00003058182,0.00001714096,0.00003086391],"domain_scores_gemma":[0.9998519,0.00003301831,0.00004176091,0.00001971008,0.000009042712,0.0000445903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6714079,0.02479959,0.01163836,0.002258006,0.002337408,0.0001588836,0.000222001,0.004488069,0.02158437,0.0002470152,0.002007542,0.2588509],"study_design_scores_gemma":[0.3353575,0.6140742,0.03751289,0.0001895646,0.001764364,0.0005414532,0.0001236954,0.002399506,0.004494089,0.0001999068,0.003301219,0.00004162227],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952946,0.002960659,0.0001925003,0.00008831631,0.00005565033,0.0004335728,0.0002761379,0.0000283541,0.0006701718],"genre_scores_gemma":[0.9919983,0.00346634,0.0008545439,0.0002400119,0.00009985358,0.0008066956,0.0007648192,0.00001307323,0.00175645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002602069,"threshold_uncertainty_score":0.008704782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1224924231663354,"score_gpt":0.4310474329360159,"score_spread":0.3085550097696805,"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."}}