{"id":"W2404875442","doi":"10.5041/rmmj.10235","title":"External Beam Radiation in Differentiated Thyroid Carcinoma","year":2016,"lang":"en","type":"review","venue":"Rambam Maimonides Medical Journal","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; External beam radiotherapy; Thyroid carcinoma; External beam radiation; Pathological; Radiation therapy; Radioactive iodine; Adjuvant; Thyroid; Disease; Thyroid cancer; Radiology; Surgery; Oncology; Brachytherapy; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007837848,0.000713695,0.002724592,0.000656536,0.00012097,0.0001121975,0.0004315512,0.0007938451,0.002512079],"category_scores_gemma":[0.000419993,0.0004136915,0.001108422,0.0003515563,0.0001597746,0.0001295972,0.0001174097,0.001833451,0.0002890248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001676666,"about_ca_system_score_gemma":0.002025404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003612063,"about_ca_topic_score_gemma":0.00001535771,"domain_scores_codex":[0.9948562,0.0003423257,0.001713728,0.0005896291,0.001666958,0.0008311667],"domain_scores_gemma":[0.9969748,0.0004067344,0.0007667653,0.0004591579,0.00009510299,0.001297471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006302816,0.0005204579,0.006077041,0.001693201,0.0003711222,0.003563928,0.00002671056,7.467934e-8,0.000002814214,0.00004517199,0.002717288,0.9849192],"study_design_scores_gemma":[0.005653122,0.0009150354,0.03756088,0.1040295,0.002064477,0.009570749,0.00001735473,0.00001359363,0.00001977587,0.0002013354,0.8392716,0.0006825562],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003740686,0.993273,0.0001330612,0.0004818736,0.001228618,0.0007625357,0.00003032301,0.00004795517,0.0003019765],"genre_scores_gemma":[0.00799706,0.98857,0.00007223921,0.0002382715,0.002431341,0.0001492912,0.0000689084,0.0001125064,0.0003604051],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9842366,"threshold_uncertainty_score":0.9998315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02641842582267128,"score_gpt":0.3369991052587445,"score_spread":0.3105806794360733,"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."}}