{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003884149,0.0005590048,0.002296673,0.0005526502,0.0001501446,0.00002481607,0.0000637236,0.0004818902,0.00009621494],"category_scores_gemma":[0.0008371802,0.0004590311,0.0003356207,0.0003149319,0.001035541,0.0001552571,0.0001042942,0.0007163208,0.00002396595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009941267,"about_ca_system_score_gemma":0.000595472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000228397,"about_ca_topic_score_gemma":0.000001836531,"domain_scores_codex":[0.9977676,0.000273061,0.0005006183,0.0008451453,0.0001385402,0.0004750539],"domain_scores_gemma":[0.9967622,0.002266644,0.0002903453,0.0002583761,0.00004238685,0.0003800285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006187025,0.000259532,0.4047507,0.02650278,0.0006188357,0.002971552,0.00007598055,7.225869e-8,0.000001583616,0.0000334933,0.0001512188,0.5640156],"study_design_scores_gemma":[0.002502246,0.0004776646,0.8173628,0.08883868,0.005473768,0.03143157,0.0004646197,0.0001724599,0.000003538263,0.002405994,0.0471603,0.003706358],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3735385,0.6245554,0.000004433525,0.00001179676,0.0007618162,0.0003722885,0.00009377713,0.00002040787,0.0006415828],"genre_scores_gemma":[0.1115868,0.8878958,0.00004877317,0.000008828741,0.0001357607,0.00005431613,0.00005917019,0.00004575553,0.000164785],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5603092,"threshold_uncertainty_score":0.9997861,"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."}}