{"id":"W4391304441","doi":"10.1097/iop.0000000000002591","title":"Disease Modulation Versus Modification: A Call for Revised Outcome Metrics in the Treatment of Thyroid Eye Disease","year":2024,"lang":"en","type":"review","venue":"Ophthalmic Plastic and Reconstructive Surgery","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Disease; Thyroid; Natural history; Thyroid disease; Eye disease; Intensive care medicine; Bioinformatics; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0492527,0.00134917,0.006523068,0.004597242,0.0007683277,0.006655473,0.003347127,0.003153026,0.001757456],"category_scores_gemma":[0.04859953,0.0004991481,0.00351744,0.004724861,0.00360523,0.007973385,0.003162915,0.008242293,0.0005695438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006551345,"about_ca_system_score_gemma":0.01176475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003581648,"about_ca_topic_score_gemma":0.00578607,"domain_scores_codex":[0.9783134,0.01110044,0.004784527,0.001073728,0.004313512,0.0004144622],"domain_scores_gemma":[0.9493486,0.03665259,0.004789991,0.00094547,0.007526392,0.0007369696],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003137255,0.00009768904,0.001556809,0.06987295,0.001012051,0.0001135786,0.0007919539,0.0008470491,0.0004258451,0.05768036,0.02963311,0.8376548],"study_design_scores_gemma":[0.0002338188,0.0008013914,0.005497975,0.2411098,0.003491096,0.001350971,0.002615207,0.001812529,0.0005612624,0.07713354,0.6651292,0.0002632973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0002979759,0.982807,0.001370619,0.01352824,0.001187805,0.00004480921,0.0000516368,0.00001866498,0.0006931737],"genre_scores_gemma":[0.01514058,0.9584459,0.01085794,0.01223424,0.002391707,0.0002910026,0.0001864899,0.0000324532,0.0004196274],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9507473,"threshold_uncertainty_score":0.2604763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1407605091502306,"score_gpt":0.395741351378265,"score_spread":0.2549808422280344,"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."}}