{"id":"W2923318414","doi":"10.15252/embr.201847121","title":"Retinoic acid‐induced autoantigen‐specific type 1 regulatory T cells suppress autoimmunity","year":2019,"lang":"en","type":"article","venue":"EMBO Reports","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"Science Foundation Ireland; University of Aberdeen","keywords":"Medicine; Medical school; Biomedical sciences; Library science; Immunology; Medical education; Pathology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006451205,0.0004173566,0.0006819328,0.0001864052,0.0003164424,0.00003685428,0.0004328047,0.0008042594,0.008944431],"category_scores_gemma":[0.00004788897,0.0003865452,0.0002226054,0.0002862034,0.0002804192,0.0001579153,0.0003082519,0.0009226483,0.006927876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008534484,"about_ca_system_score_gemma":0.0001930799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001249053,"about_ca_topic_score_gemma":0.000005848957,"domain_scores_codex":[0.9970407,0.0003837926,0.0008428372,0.0008157626,0.0001028302,0.0008140072],"domain_scores_gemma":[0.9971831,0.0000978991,0.000511174,0.001969298,0.0001887827,0.0000497832],"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":[0.0001058075,0.0002032557,0.002500921,0.00002733458,0.0001732496,0.0002254665,0.0003310835,0.000004139942,0.9753057,0.0001973641,0.02002242,0.000903247],"study_design_scores_gemma":[0.0005036662,0.000208802,0.009286754,0.00003145324,0.00003005754,0.0008136418,0.0001226003,0.000001042049,0.7412732,0.0001333358,0.2472258,0.0003696118],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662008,0.004990711,0.000003692236,0.0001030096,0.01143532,0.000485624,0.000008082645,0.0003783145,0.01639449],"genre_scores_gemma":[0.9546176,0.0001154264,0.00005490728,0.000133908,0.00007022655,0.00001456143,0.0002291614,0.00005922288,0.04470503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2340325,"threshold_uncertainty_score":0.9998586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146420941033296,"score_gpt":0.2215698109883972,"score_spread":0.2069277168850676,"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."}}