{"id":"W3208677959","doi":"10.1016/j.ijrobp.2021.07.117","title":"High Local Control Following Pre-Operative Radiotherapy for Adult Deep Soft Tissue Sarcoma of the Head and Neck","year":2021,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Synovial sarcoma; Sarcoma; Dermatofibrosarcoma protuberans; Radiation therapy; Soft tissue sarcoma; Soft tissue; Head and neck cancer; Angiosarcoma; Fibromatosis; Surgery; Radiology; Pathology","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":[0.00024327,0.0001541983,0.0003383753,0.0002982921,0.0002934559,0.0002916497,0.0002545697,0.0001825719,0.001565648],"category_scores_gemma":[0.0009084789,0.00007675192,0.0003264208,0.0001614445,0.0003527771,0.0002233222,0.0003284518,0.0004608481,0.0001523473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005435663,"about_ca_system_score_gemma":0.0002754826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002729383,"about_ca_topic_score_gemma":0.005804752,"domain_scores_codex":[0.9998469,0.00001799461,0.00001135817,0.00001736747,0.00004459964,0.00006183556],"domain_scores_gemma":[0.9995537,0.0002017837,0.00008814873,0.00003465498,0.00003507003,0.00008659692],"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":[0.02379488,0.004350587,0.3462314,0.0007574807,0.0003432467,0.04335965,0.001957573,0.01380441,0.2107392,0.0008260984,0.002833817,0.3510016],"study_design_scores_gemma":[0.0001264793,0.01460869,0.9438561,0.00002462853,0.0001566343,0.01867932,0.0004785882,0.002475997,0.017102,0.0003649498,0.002096297,0.00003030968],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953767,0.0009868472,0.0007613792,0.00009074526,0.00003383312,0.0000312063,0.00006762652,0.000035527,0.002616098],"genre_scores_gemma":[0.9993244,0.00008533786,0.00006620613,0.00002947007,0.00001104283,0.000006686791,0.00004297503,0.000007053552,0.0004268203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002729383,"threshold_uncertainty_score":0.005426943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195092932317393,"score_gpt":0.3344923932885071,"score_spread":0.3225414639653331,"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."}}