{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004248285,0.0001536767,0.0002790497,0.000575444,0.0003483966,0.000976742,0.0002917976,0.0002910116,0.002243964],"category_scores_gemma":[0.003538735,0.00005704065,0.0004714765,0.0007127764,0.0002759347,0.0006737043,0.0004820187,0.0004158132,0.0002474866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001460495,"about_ca_system_score_gemma":0.0005424168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004765752,"about_ca_topic_score_gemma":0.006719135,"domain_scores_codex":[0.9994253,0.0001091406,0.00005493235,0.00005140264,0.0001388795,0.0002203325],"domain_scores_gemma":[0.9986014,0.0003178888,0.0005810361,0.00004830476,0.0001649783,0.0002863507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002119263,0.0002496533,0.9323955,0.0001148505,0.0002488463,0.000770046,0.0002501881,0.0008449397,0.000859823,0.0004050843,0.001355434,0.06038638],"study_design_scores_gemma":[0.00005302271,0.0008190083,0.9932521,0.00005905737,0.000219528,0.001926742,0.0006786453,0.0006346841,0.0003322457,0.0005271779,0.001481814,0.0000158377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926684,0.002191873,0.0001306808,0.000439692,0.00002515264,0.00001126996,0.0006805785,0.000007089954,0.003845168],"genre_scores_gemma":[0.9988551,0.0002542641,0.00002080097,0.0000470035,0.00002011486,0.000003028146,0.0005821395,0.000003018876,0.0002144678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004765752,"threshold_uncertainty_score":0.01059669,"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."}}