{"id":"W4387566785","doi":"10.58931/cdet.2023.1316","title":"Approach to the Management of Thyroid Eye Disease","year":2023,"lang":"en","type":"article","venue":"Canadian Diabetes & Endocrinology Today","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"International Council of Ophthalmology","keywords":"Medicine; Euthyroid; Natural history; Graves' disease; Disease; Thyroid; Thyroiditis; Eye disease; Thyroid disease; Dermatology; Pediatrics; Pathology; Internal medicine; Gastroenterology; Surgery","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":[0.0005192866,0.0005310873,0.0006034333,0.001258865,0.001265028,0.001330207,0.0009086984,0.001815498,0.005251306],"category_scores_gemma":[0.00143958,0.0001320978,0.0007040047,0.0004237981,0.0004028278,0.001144764,0.001467142,0.004782983,0.001806069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001686178,"about_ca_system_score_gemma":0.002024238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004440337,"about_ca_topic_score_gemma":0.007483846,"domain_scores_codex":[0.9995321,0.00007638649,0.00005934185,0.00005891106,0.0001755674,0.00009775405],"domain_scores_gemma":[0.9996459,0.00006016048,0.00004284201,0.00001232322,0.0001172021,0.0001214322],"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":[0.0002407126,0.0008369442,0.01177767,0.001804999,0.000156454,0.04494064,0.0009325748,0.001783761,0.007132605,0.01248033,0.1270999,0.7908134],"study_design_scores_gemma":[0.0002651256,0.0006390319,0.0167551,0.006565204,0.0001480533,0.1589966,0.00160033,0.002507785,0.001812628,0.0245965,0.7859932,0.0001203623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04141835,0.467591,0.04151715,0.1943513,0.0103623,0.0007742799,0.000442335,0.0008652578,0.242678],"genre_scores_gemma":[0.3892929,0.3659298,0.05930713,0.09699715,0.03997152,0.0008476632,0.0009902936,0.0002102291,0.04645338],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005251306,"threshold_uncertainty_score":0.0175674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01612676790521786,"score_gpt":0.2608319183084311,"score_spread":0.2447051504032132,"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."}}