{"id":"W3080250617","doi":"10.1016/j.radonc.2020.08.013","title":"Non-operative management for oral cavity carcinoma: Definitive radiation therapy as a potential alternative treatment approach","year":2020,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Radiation therapy; Osteoradionecrosis; Surgery; Chemotherapy; Stage (stratigraphy); Basal cell; Cancer; Distant metastasis; Oral cavity; Internal medicine; Metastasis","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":[0.0005491765,0.0002585159,0.000457804,0.0005674182,0.0006333756,0.001095241,0.0005957925,0.0008879383,0.008763459],"category_scores_gemma":[0.0008579223,0.0001231805,0.0007193931,0.0003938283,0.0005953319,0.0008777598,0.0006041068,0.001065616,0.0006403963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000334126,"about_ca_system_score_gemma":0.001084306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003517124,"about_ca_topic_score_gemma":0.001660426,"domain_scores_codex":[0.9998447,0.00003940075,0.00001590895,0.00002232977,0.00004369272,0.00003395414],"domain_scores_gemma":[0.9997581,0.0001063809,0.00004267863,0.00002326177,0.00002240586,0.00004721171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00185579,0.001214295,0.03952036,0.002348972,0.0001698245,0.01648898,0.0006463237,0.001222835,0.01593531,0.01948277,0.00926421,0.8918504],"study_design_scores_gemma":[0.0006027622,0.01450188,0.1940101,0.005969603,0.001297293,0.2724473,0.004876922,0.00343819,0.01724662,0.04631642,0.4389296,0.0003633855],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4086597,0.3846935,0.01785038,0.028674,0.003088781,0.0002665257,0.0002287734,0.0001694368,0.1563689],"genre_scores_gemma":[0.8564767,0.103526,0.01640999,0.003244837,0.003034859,0.0001077353,0.0001898727,0.00003827556,0.01697177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008763459,"threshold_uncertainty_score":0.02931672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04819803887416805,"score_gpt":0.3514594735053447,"score_spread":0.3032614346311767,"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."}}