{"id":"W3005488680","doi":"10.1200/jco.2020.38.4_suppl.328","title":"Patterns of disease, treatment, and outcomes of esophageal cancer arising within a previous radiation treatment field.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Radiation therapy; Cancer; Esophageal cancer; Internal medicine; Stage (stratigraphy); Head and neck cancer; Palliative care; Surgery; Chemotherapy; Gastroenterology","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":[0.0004081104,0.00009709429,0.000149598,0.0007660526,0.0002365705,0.000367167,0.0002083357,0.0002060186,0.001618765],"category_scores_gemma":[0.001702923,0.000104273,0.0002327192,0.001016274,0.0002209764,0.0003157236,0.0003588822,0.0002089885,0.0002986051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003898195,"about_ca_system_score_gemma":0.0002630231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001826364,"about_ca_topic_score_gemma":0.003103691,"domain_scores_codex":[0.9996469,0.00006237377,0.00007393405,0.00008166632,0.00008062363,0.0000544934],"domain_scores_gemma":[0.997848,0.000248008,0.001554535,0.0000650141,0.0001187178,0.0001656034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004859535,0.000004858457,0.9980699,0.00001526028,0.00001437172,0.000263437,0.00004033805,0.00003303041,0.000132506,0.000007754638,0.00005862237,0.001311231],"study_design_scores_gemma":[0.000001616811,0.00005343256,0.9968135,0.00001001612,0.00001069157,0.002616652,0.0001015443,0.00005032898,0.00006884563,0.00001048373,0.0002612469,0.000001576384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979233,0.0007677392,0.00008551055,0.00004130909,0.000002749167,0.000008910513,0.0005363032,0.000003410182,0.0006308436],"genre_scores_gemma":[0.9993352,0.0001528859,0.00004122796,0.000009496511,0.000003542001,0.000004570516,0.0003607681,0.000001467611,0.00009073797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001826364,"threshold_uncertainty_score":0.00541532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1331361255282465,"score_gpt":0.4982730451372478,"score_spread":0.3651369196090013,"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."}}