{"id":"W2541395662","doi":"10.1002/eji.201646540","title":"Weakly self‐reactive T‐cell clones can homeostatically expand when present at low numbers","year":2016,"lang":"en","type":"article","venue":"European Journal of Immunology","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; McGill University; U.S. Department of Health and Human Services","keywords":"Biology; T-cell receptor; T cell; Cell biology; Cell division; Major histocompatibility complex; Immunology; Cell; Cytotoxic T cell; Antigen; Immune system; Genetics; In vitro","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008213496,0.0004792018,0.0008329374,0.0003399277,0.0003052023,0.00002377836,0.001041088,0.0002626033,0.002002517],"category_scores_gemma":[0.0001750674,0.0003173002,0.0003486391,0.0001294416,0.0009726134,0.0002217329,0.0005118626,0.0007995134,0.003291921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002544402,"about_ca_system_score_gemma":0.0001966991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004853798,"about_ca_topic_score_gemma":0.00001845378,"domain_scores_codex":[0.9949166,0.002350578,0.001216287,0.0004681237,0.00010677,0.0009416883],"domain_scores_gemma":[0.997126,0.0006833152,0.001082549,0.000615663,0.0003975225,0.0000949551],"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":[0.001376383,0.0005569611,0.001079938,0.00001560867,0.001128241,0.0005976225,0.002352037,9.668775e-7,0.9706054,0.0001512103,0.01491113,0.007224456],"study_design_scores_gemma":[0.008337335,0.002734674,0.005529388,0.0001504589,0.0002029074,0.003249667,0.001109459,2.065144e-7,0.7572888,0.0002198296,0.2206292,0.0005480774],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791436,0.007879991,0.0002861718,0.003361451,0.002767443,0.0002174074,0.00003991801,0.00009535879,0.006208633],"genre_scores_gemma":[0.9825357,0.001473405,0.0004199552,0.0002635106,0.0001776324,0.000004305305,0.00001611766,0.0000873583,0.01502204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2133167,"threshold_uncertainty_score":0.9999279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007734924050307061,"score_gpt":0.1988604757300213,"score_spread":0.1911255516797142,"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."}}