{"id":"W2803352164","doi":"10.1097/iop.0000000000001074","title":"Radiotherapy for Active Thyroid Eye Disease","year":2018,"lang":"en","type":"review","venue":"Ophthalmic Plastic and Reconstructive Surgery","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Radiation therapy; Optic neuropathy; Thyroid; Disease; Eye disease; Graves' ophthalmopathy; Thyroid disease; Surgery; Graves' disease; Optic nerve; Internal medicine; Ophthalmology","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"],"consensus_categories":[],"category_scores_codex":[0.0002582206,0.000709409,0.002817215,0.0004872128,0.000241238,0.00002542747,0.0001090039,0.000593205,0.000320001],"category_scores_gemma":[0.0009071684,0.0005452871,0.001087314,0.0002438468,0.001054136,0.0001111055,0.00004123642,0.0004512834,0.00004500319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385686,"about_ca_system_score_gemma":0.001181464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003078434,"about_ca_topic_score_gemma":1.771219e-7,"domain_scores_codex":[0.9974958,0.0001657745,0.0006673755,0.0009400797,0.0001550188,0.0005759743],"domain_scores_gemma":[0.994436,0.004155325,0.0004600474,0.0003638085,0.000139428,0.0004454101],"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":[0.002074172,0.0002587203,0.005649638,0.02388276,0.003348946,0.0006099518,0.00007368177,1.137756e-7,0.000001438357,0.0001304881,0.001901028,0.962069],"study_design_scores_gemma":[0.003072191,0.00119531,0.007629703,0.04329504,0.01020915,0.01318977,0.0004191404,0.00006148542,0.000004461169,0.002358784,0.9156612,0.00290377],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008602596,0.9856124,0.0001027152,0.00003628189,0.002558092,0.001487964,0.0007315348,0.00005236775,0.0008160367],"genre_scores_gemma":[0.0006241128,0.9962518,0.0004288272,0.00003227793,0.0007516629,0.0003699441,0.0004807876,0.0001183627,0.0009422734],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9591653,"threshold_uncertainty_score":0.9996999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04439211256954471,"score_gpt":0.339276699752185,"score_spread":0.2948845871826403,"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."}}