{"id":"W2810463929","doi":"10.1097/iop.0000000000001150","title":"Grading Severity and Activity in Thyroid Eye Disease","year":2018,"lang":"en","type":"review","venue":"Ophthalmic Plastic and Reconstructive Surgery","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Grading (engineering); Graves' ophthalmopathy; Disease; Optic neuropathy; Eye disease; Thyroid; Internal medicine; Graves' disease; Surgery; Ophthalmology; Optic nerve","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":[0.002682112,0.0005304787,0.0005479439,0.004769662,0.000297091,0.001193499,0.0004773442,0.0003819451,0.001226654],"category_scores_gemma":[0.00527559,0.0000914128,0.0007192807,0.001973392,0.0006784646,0.0008297817,0.0007674913,0.0006725538,0.0004732632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054281,"about_ca_system_score_gemma":0.0006582243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002382327,"about_ca_topic_score_gemma":0.00380121,"domain_scores_codex":[0.9980957,0.000591014,0.0005011969,0.0001121177,0.0006054786,0.00009449237],"domain_scores_gemma":[0.9961243,0.001028761,0.001289459,0.00009598323,0.001231673,0.0002297986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007836359,0.00009019022,0.5761973,0.003132065,0.000343801,0.0007601789,0.001183784,0.001094435,0.005375306,0.001472191,0.007912046,0.4016551],"study_design_scores_gemma":[0.0001518233,0.001749211,0.886474,0.003700146,0.0006710045,0.02024728,0.003122342,0.003183409,0.006931111,0.003009984,0.07054642,0.0002133684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.616589,0.2947525,0.02084687,0.004017849,0.001715921,0.0009997422,0.003050765,0.0003994667,0.05762789],"genre_scores_gemma":[0.933207,0.04217356,0.01845985,0.0006800341,0.0006375824,0.0002019053,0.001811534,0.0000476769,0.002780846],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004769662,"threshold_uncertainty_score":0.01418447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04122012157442252,"score_gpt":0.3188426907874443,"score_spread":0.2776225692130218,"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."}}