{"id":"W3045586899","doi":"10.1007/s40618-020-01361-y","title":"Dysthyroid optic neuropathy: evaluation and management","year":2020,"lang":"en","type":"review","venue":"Journal of Endocrinological Investigation","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Optic neuropathy; Optic nerve; Extraocular muscles; Surgery; Complication; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003394676,0.0002411194,0.001101672,0.000234832,0.00005082633,0.00002169565,0.0001118848,0.0001785346,0.00005265563],"category_scores_gemma":[0.0005907241,0.0001621502,0.0002587039,0.0002356988,0.0001703463,0.00009218543,0.00006210805,0.0006700946,0.00003261687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000882971,"about_ca_system_score_gemma":0.0001570671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.079263e-7,"about_ca_topic_score_gemma":3.357741e-8,"domain_scores_codex":[0.9980574,0.0003709139,0.0007816358,0.0002381774,0.0003780726,0.0001738036],"domain_scores_gemma":[0.9986812,0.0001144354,0.0006983368,0.0001295205,0.0001703001,0.0002062352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004826361,0.00005046606,0.0001515705,0.00539054,0.0003413397,0.002989783,0.00003271069,0.000003008589,0.000006257937,0.001492269,0.0003458164,0.989148],"study_design_scores_gemma":[0.001941404,0.002689581,0.003233726,0.007686457,0.00985378,0.0291807,0.00009120067,0.0001462085,0.000006976683,0.003539703,0.9412639,0.0003663401],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003534696,0.993371,0.00001499472,0.0009330724,0.0002386258,0.0007484467,0.000001464949,0.00001677114,0.001140915],"genre_scores_gemma":[0.001421641,0.9967243,0.001299955,0.0001896354,0.0002497879,0.00002466244,0.00002886039,0.00001789482,0.00004325494],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9887816,"threshold_uncertainty_score":0.6612293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1462219094507999,"score_gpt":0.3953555238385482,"score_spread":0.2491336143877484,"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."}}