{"id":"W4214709642","doi":"10.1016/j.clon.2022.01.042","title":"Treatment Outcomes of Low-grade Lymphoma of the Orbit","year":2022,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Radioimmunotherapy; Stage (stratigraphy); MALT lymphoma; Lymphoma; Radiation therapy; Surgery; Cohort; External beam radiotherapy; Orbit (dynamics); Population; Radiology; 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":[0.0002494548,0.0001109587,0.0008679238,0.00003342989,0.00006190775,8.635942e-7,0.0001414176,0.00009353216,0.0003782751],"category_scores_gemma":[0.0002456992,0.00005924045,0.0005815692,0.0001319296,0.000254914,0.000008408163,0.0001715673,0.0000688607,0.00001301877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000487321,"about_ca_system_score_gemma":0.0006862964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001516456,"about_ca_topic_score_gemma":0.0000234683,"domain_scores_codex":[0.9983792,0.000284875,0.0007634908,0.0002089508,0.0002116941,0.0001517472],"domain_scores_gemma":[0.9976946,0.001356034,0.0003545122,0.0004633091,0.00004153756,0.00009007547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002678018,0.01368404,0.9189356,0.00001375823,0.0004949339,0.00009441712,0.0001074562,0.000005469334,0.00004847335,0.000991892,0.001245157,0.06411099],"study_design_scores_gemma":[0.01052833,0.007595334,0.9221277,0.00000871843,0.0003924922,0.0000532903,0.0001237766,0.00001770593,0.0009430451,0.0001292115,0.05803499,0.00004545265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857669,0.0002340652,4.354042e-7,0.008851812,0.000760217,0.0004224547,0.00003243915,0.00001174362,0.003919892],"genre_scores_gemma":[0.9970481,0.0001440764,0.0001468709,0.001217663,0.00006281325,0.000126987,0.000009000848,0.000009804286,0.001234666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06406554,"threshold_uncertainty_score":0.4141847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08965838607819156,"score_gpt":0.4232456120185305,"score_spread":0.333587225940339,"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."}}