{"id":"W4303649582","doi":"10.1016/j.ctro.2022.10.001","title":"Radiation therapy for primary orbital and ocular adnexal lymphoma","year":2022,"lang":"en","type":"article","venue":"Clinical and Translational Radiation Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Radiation therapy; External beam radiotherapy; Lymphoma; Follicular lymphoma; Radiology; Nuclear medicine; Internal medicine; Brachytherapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004470814,0.0001045031,0.0003109832,0.00006631327,0.0002384087,0.00001036401,0.0000275956,0.0001038821,0.0001281846],"category_scores_gemma":[0.00005494058,0.00009259536,0.0001232263,0.00007512964,0.0001100301,0.00006856283,0.00001237005,0.00007050005,0.00000270838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007459459,"about_ca_system_score_gemma":0.000355412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001041253,"about_ca_topic_score_gemma":0.000001970328,"domain_scores_codex":[0.9988515,0.00013005,0.0004231214,0.0002966963,0.000170174,0.000128494],"domain_scores_gemma":[0.9986467,0.0009973695,0.0001057289,0.0000745973,0.00004424638,0.000131337],"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":[0.001611043,0.0009670713,0.3183501,0.00001253984,0.0001481777,0.00001464323,0.0001260216,0.00001539964,0.00001804779,0.003873021,0.0006114756,0.6742525],"study_design_scores_gemma":[0.01550076,0.001972546,0.7792093,0.000002051497,0.00008643945,0.00009055633,0.00001784605,0.0008900577,0.00001305606,0.001738953,0.2004019,0.00007657789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799083,0.005864881,0.0001991923,0.01201122,0.0003078246,0.0008205001,0.0001166757,0.0000276078,0.0007438068],"genre_scores_gemma":[0.9931303,0.001566335,0.0009619855,0.002867777,0.0003197215,0.0003299442,0.0007206234,0.00001185295,0.0000914859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6741759,"threshold_uncertainty_score":0.3775929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03845395013041984,"score_gpt":0.3666201275797984,"score_spread":0.3281661774493786,"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."}}