{"id":"W4409134618","doi":"10.1016/j.oret.2025.03.024","title":"Guidelines for the Diagnosis, Management, and Study of Autoimmune Retinopathy from the American Academy of Ophthalmology's Task Force","year":2025,"lang":"en","type":"article","venue":"Ophthalmology Retina","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Ophthalmology; Task force; Optometry","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":[0.0003829238,0.0002428921,0.0007567435,0.00006718246,0.0001945322,0.000006152712,0.0003805543,0.0001148553,0.000051928],"category_scores_gemma":[0.0005228528,0.0001292421,0.0001455685,0.0003381952,0.0007716219,0.00002018972,0.0003478669,0.0002388429,0.000001395434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001069151,"about_ca_system_score_gemma":0.00001701237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003452774,"about_ca_topic_score_gemma":5.013599e-7,"domain_scores_codex":[0.9982308,0.000236376,0.0006575665,0.0004531519,0.0001483431,0.0002737263],"domain_scores_gemma":[0.9972094,0.001700516,0.0004583671,0.0004882994,0.0001153933,0.00002798026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001508897,0.001119508,0.9893852,0.00006612529,0.00098923,0.0002127244,0.0001793543,0.000008216551,0.0003481971,0.0004709049,0.001539833,0.004171759],"study_design_scores_gemma":[0.002651214,0.002836155,0.9885125,0.0000705295,0.0009029949,0.0003691566,0.001195812,0.00008366063,0.0001756391,0.002424857,0.0006884405,0.00008908358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981272,0.005552195,0.00002206033,0.009076231,0.0001166991,0.002143984,0.00003766317,0.00001734059,0.001761795],"genre_scores_gemma":[0.996106,0.0005425215,0.0003633218,0.0006910101,0.00001974334,0.0006036208,0.0000161416,0.00001813526,0.001639461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01483401,"threshold_uncertainty_score":0.5270339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06418415942792886,"score_gpt":0.3846120066193809,"score_spread":0.3204278471914521,"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."}}