{"id":"W4310258341","doi":"10.1530/etj-22-0189","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":"European Thyroid Journal","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Thyroid; Referral; Thyroid disease; Disease management; Thyroid cancer; Eye disease; Statement (logic); Thyroid nodules; Disease; Intensive care medicine; Family medicine; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009834325,0.0003394679,0.0005132353,0.0001329723,0.001345249,0.0001221592,0.000499125,0.00002377599,0.0001413697],"category_scores_gemma":[0.000380537,0.0002262747,0.0003061217,0.0004474019,0.0003534671,0.00008255132,0.0004626514,0.001219155,0.00006789637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005808652,"about_ca_system_score_gemma":0.00008436163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002765471,"about_ca_topic_score_gemma":0.00000169327,"domain_scores_codex":[0.9906284,0.006092,0.0009560767,0.0004096917,0.001285547,0.0006282851],"domain_scores_gemma":[0.9965895,0.000431868,0.002020736,0.0004999353,0.0002075347,0.0002504573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.008846031,0.001848345,0.329091,0.0001581839,0.006092009,0.00351449,0.007777337,0.0008192536,0.007492194,0.001310633,0.6205147,0.01253589],"study_design_scores_gemma":[0.01905188,0.002471287,0.8828617,0.00009785908,0.001951588,0.0004543784,0.01625901,0.0002339183,0.00006813912,0.0007100141,0.07517456,0.0006656227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.918337,0.00807857,0.00006471686,0.02921955,0.0004673699,0.0008215772,0.0001429405,0.00006532059,0.04280288],"genre_scores_gemma":[0.9832925,0.00256519,0.00008861595,0.001872471,0.000270773,0.00002053157,0.0000718053,0.00008880277,0.01172937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5537708,"threshold_uncertainty_score":0.9999549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007942423707651925,"score_gpt":0.2549789200350974,"score_spread":0.2470364963274455,"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."}}