{"id":"W2803352164","doi":"10.1097/iop.0000000000001074","title":"Radiotherapy for Active Thyroid Eye Disease","year":2018,"lang":"en","type":"review","venue":"Ophthalmic Plastic and Reconstructive Surgery","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Radiation therapy; Optic neuropathy; Thyroid; Disease; Eye disease; Graves' ophthalmopathy; Thyroid disease; Surgery; Graves' disease; Optic nerve; Internal medicine; Ophthalmology","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":[0.001881665,0.0007921499,0.002286068,0.005673915,0.0003830995,0.0012925,0.001107487,0.001412796,0.004985604],"category_scores_gemma":[0.009193668,0.0003869284,0.002019765,0.004010032,0.0004575627,0.001124993,0.0006021744,0.0007520571,0.0005172269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001174864,"about_ca_system_score_gemma":0.004085114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00251137,"about_ca_topic_score_gemma":0.005925126,"domain_scores_codex":[0.9984728,0.0004580267,0.0005566527,0.0001261632,0.0003360285,0.00005038084],"domain_scores_gemma":[0.9944548,0.003429112,0.001356631,0.00006921667,0.0006113113,0.00007883772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002049935,0.0000348226,0.001200473,0.6775377,0.002467354,0.0004118452,0.000183412,0.0001327015,0.0004746316,0.0005525918,0.01639868,0.3004009],"study_design_scores_gemma":[0.0002112004,0.0003721491,0.006160383,0.7043328,0.02035296,0.006393639,0.0004389882,0.0001088482,0.0006042881,0.0009254932,0.2600446,0.00005476535],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001520758,0.9992932,0.00002461923,0.0001568672,0.00009012771,0.00002010875,0.00004848514,0.000001837709,0.0002126911],"genre_scores_gemma":[0.002343418,0.9968052,0.0001240171,0.0003654039,0.0001620697,0.00003755234,0.00005811413,0.000001464504,0.0001028421],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005673915,"threshold_uncertainty_score":0.01667851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04439211256954471,"score_gpt":0.339276699752185,"score_spread":0.2948845871826403,"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."}}