{"id":"W4293564572","doi":"10.1016/j.adro.2022.101055","title":"Adult Head and Neck Rhabdomyosarcoma: Management, Outcomes, and the Effect of Intensity Modulated Radiation Therapy on Locoregional Control","year":2022,"lang":"en","type":"article","venue":"Advances in Radiation Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Radiation therapy; Chemoradiotherapy; Head and neck; Rhabdomyosarcoma; Hyperfractionation; Chemotherapy; Stage (stratigraphy); Surgery; Dose fractionation; Radiology; Sarcoma","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":[0.0005409177,0.00008892587,0.0001397105,0.0002896752,0.0001273273,0.0002239357,0.0001223945,0.0001493887,0.0004274493],"category_scores_gemma":[0.0008871682,0.00003499151,0.0001678317,0.000306096,0.0001947405,0.0002768599,0.0001967321,0.0001050857,0.0001047555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000398477,"about_ca_system_score_gemma":0.0002196131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001242632,"about_ca_topic_score_gemma":0.002700991,"domain_scores_codex":[0.9998096,0.00005117979,0.00003574046,0.00002763859,0.00004293767,0.00003298858],"domain_scores_gemma":[0.9995702,0.00006889187,0.0002440054,0.00001433623,0.00004543472,0.00005711152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004212096,0.00008254795,0.9214347,0.0001081216,0.00006740273,0.0008113965,0.0001691622,0.0007218342,0.001743882,0.0001057719,0.0004252245,0.07390878],"study_design_scores_gemma":[0.00001485473,0.0007969619,0.9914811,0.00008294552,0.00006569764,0.004545443,0.000335369,0.0004418644,0.0005107931,0.0001029919,0.001616274,0.000005840988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871313,0.01046346,0.0003144818,0.0001845792,0.00001005434,0.00001178225,0.0001640411,0.000007282102,0.001713064],"genre_scores_gemma":[0.9973513,0.002066266,0.0001775861,0.00006453639,0.00003491269,0.000006006221,0.0001760776,0.000002231889,0.0001210091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001242632,"threshold_uncertainty_score":0.002891123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007589263287272278,"score_gpt":0.3082500746163048,"score_spread":0.3006608113290325,"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."}}