{"id":"W4393990095","doi":"10.1186/s13024-024-00724-w","title":"Regulatory T cells limit age-associated retinal inflammation and neurodegeneration","year":2024,"lang":"en","type":"article","venue":"Molecular Neurodegeneration","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III; Queen's University; European Commission; Fight for Sight UK; Ministerio de Ciencia, Innovación y Universidades; Leverhulme Trust; Horizon 2020 Framework Programme; Universitat Autònoma de Barcelona; Queen's University Belfast; International Seafood Sustainability Foundation; Wellcome Trust; European Committee for Treatment and Research in Multiple Sclerosis; Memorial Sloan-Kettering Cancer Center","keywords":"Neurodegeneration; Inflammation; Neurology; Retinal; Neuroscience; Medicine; Biology; Ophthalmology; Pathology; Disease; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001122074,0.0002001973,0.0001705988,0.0001440128,0.0001116819,0.0002018259,0.00003281539,0.00009741671,0.00002724094],"category_scores_gemma":[0.00005854847,0.0001901734,0.0001015043,0.0002165963,0.00003687199,0.0001654363,0.00002569857,0.0001360488,0.00003783316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006956291,"about_ca_system_score_gemma":0.00006609976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001256707,"about_ca_topic_score_gemma":0.000008066069,"domain_scores_codex":[0.9986089,0.0001259609,0.0002743641,0.0004625079,0.0003449846,0.0001833106],"domain_scores_gemma":[0.9994666,0.00001849662,0.00005464508,0.0002363359,0.00008601558,0.0001379315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006256326,0.00006143483,0.0005036716,0.0000917518,0.00005418356,0.0008624552,0.00005130544,0.0005754671,0.9860557,0.001530259,0.0005693722,0.009581852],"study_design_scores_gemma":[0.0008981894,0.0006042566,0.06675681,0.0001595846,0.0005350013,0.0001073094,0.000004776654,0.05631664,0.8725146,0.0002435572,0.001575086,0.0002842007],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946043,0.0009382769,0.001578882,0.001401572,0.0003190133,0.0004390214,0.00001100548,0.000192487,0.0005154338],"genre_scores_gemma":[0.9977444,0.0001257083,0.0003582097,0.0003530878,0.0001787282,0.00003497723,0.0004765858,0.00005059628,0.000677713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1135411,"threshold_uncertainty_score":0.7755045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009708890429490488,"score_gpt":0.237950001503693,"score_spread":0.2282411110742025,"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."}}