{"id":"W4310875651","doi":"10.1089/thy.2022.0251","title":"Management of Thyroid Eye Disease: A Consensus Statement by the American Thyroid Association and the European Thyroid Association","year":2022,"lang":"en","type":"article","venue":"Thyroid","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":198,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Thyroid; Referral; Thyroid disease; Disease management; Statement (logic); Association (psychology); Family medicine; Disease; Intensive care medicine; Internal medicine; Political science; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.003907558,0.0002789305,0.0004907028,0.00008265128,0.0006868716,0.00003741637,0.0003115202,0.00003696677,0.0001069182],"category_scores_gemma":[0.0001887219,0.0001914093,0.0001952773,0.0004582862,0.0003462921,0.00004836174,0.0003571316,0.0005268378,0.00003999318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005170933,"about_ca_system_score_gemma":0.00006761271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001858267,"about_ca_topic_score_gemma":0.00000677933,"domain_scores_codex":[0.9956781,0.001798357,0.0005999311,0.0004281042,0.0009774874,0.000517989],"domain_scores_gemma":[0.9976512,0.000523623,0.001022947,0.0005483964,0.0001225794,0.0001312568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01170378,0.00254913,0.5053026,0.0003719134,0.006323053,0.0005770262,0.008710104,0.0004212911,0.01533847,0.004346898,0.4331183,0.01123735],"study_design_scores_gemma":[0.02110066,0.002590527,0.8947201,0.00006630801,0.002684862,0.00004375252,0.02235604,0.0005566763,0.0004283599,0.002575434,0.05204644,0.0008308238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433693,0.005886133,0.00002396482,0.03071719,0.0001972642,0.001304678,0.0002437044,0.00008524825,0.01817257],"genre_scores_gemma":[0.9852965,0.001135017,0.00006236747,0.001635034,0.00007543506,0.0001589706,0.0001861698,0.00004876651,0.01140173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3894175,"threshold_uncertainty_score":0.7805445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007463237887929576,"score_gpt":0.2614986632886322,"score_spread":0.2540354254007027,"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."}}