{"id":"W2063658183","doi":"10.1016/j.coi.2008.10.005","title":"Tolerance, immune regulation, and autoimmunity: cells and cytokines that make a difference","year":2008,"lang":"en","type":"editorial","venue":"Current Opinion in Immunology","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Autoimmunity; Immune system; Biology; Immunology; Receptor; Population; Antibody; Acquired immune system; Cell biology; Medicine; Genetics","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","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.000417241,0.001070076,0.001882426,0.0008817526,0.0005924008,0.00006579005,0.0008576978,0.003164965,0.0001857522],"category_scores_gemma":[0.0002616831,0.001036908,0.000190465,0.0003629878,0.002563425,0.0001507464,0.001064775,0.003730477,0.0001797999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001479645,"about_ca_system_score_gemma":0.0003773078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004439326,"about_ca_topic_score_gemma":0.00003563625,"domain_scores_codex":[0.9950531,0.000992768,0.00129833,0.001349628,0.0001548276,0.001151391],"domain_scores_gemma":[0.9964375,0.001314965,0.0008217915,0.001121946,0.0002578361,0.00004595073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001081665,0.0008183512,0.001390675,0.0008844517,0.0005973821,0.00001067788,0.001721873,0.000003191755,0.5363374,0.0006246894,0.4141127,0.042417],"study_design_scores_gemma":[0.004969696,0.0004020947,0.01068209,0.0009621426,0.00006251261,0.0001953499,0.0001407034,0.000007121761,0.006839204,0.0004256933,0.9742962,0.001017192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.04836359,0.2571207,0.000035253,0.0001317847,0.6931711,0.0006229364,0.0002691793,0.000167402,0.0001180467],"genre_scores_gemma":[0.1911372,0.682225,0.0001258877,0.00004596949,0.1045434,0.0007093661,0.01000407,0.0003482554,0.01086089],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5886277,"threshold_uncertainty_score":0.9992082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02323922188260592,"score_gpt":0.264282501391446,"score_spread":0.2410432795088401,"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."}}