{"id":"W4386786070","doi":"10.1016/j.prp.2023.154818","title":"Pathogenic Th17 cells in autoimmunity with regard to rheumatoid arthritis","year":2023,"lang":"en","type":"review","venue":"Pathology - Research and Practice","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Autoimmunity; Rheumatoid arthritis; Immunology; Inflammation; Phenotype; Arthritis; Medicine; Biology; Immune system; Gene; 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","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00789297,0.0007023602,0.002379802,0.001413002,0.0006941825,0.0001011282,0.0009900713,0.001726694,0.0003239957],"category_scores_gemma":[0.003263348,0.0005049779,0.0001870902,0.00157938,0.001500255,0.0002578766,0.00123574,0.00553048,0.00814992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544976,"about_ca_system_score_gemma":0.0008678953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006737608,"about_ca_topic_score_gemma":0.0007922746,"domain_scores_codex":[0.9846448,0.01086114,0.001046209,0.001393975,0.0001775339,0.001876363],"domain_scores_gemma":[0.987258,0.01049385,0.0004184511,0.001327507,0.0003661977,0.0001359896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001661892,0.001259624,0.00003240205,0.003874233,0.001148022,0.008440726,0.001710533,5.501071e-7,0.04955244,0.001078891,0.0075689,0.9236718],"study_design_scores_gemma":[0.001159682,0.00163934,0.0000141702,0.003862008,0.0000897549,0.008205563,0.0008134923,8.259989e-8,0.0003452314,0.0002249668,0.9830722,0.0005735363],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002306586,0.9914846,0.000009397014,0.0006262906,0.000791037,0.001843726,0.0002290558,0.0001627038,0.002546622],"genre_scores_gemma":[0.0005123575,0.9901406,0.0002485002,0.0001152695,0.00004594456,0.0007704316,0.0002953815,0.000130325,0.007741161],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9755033,"threshold_uncertainty_score":0.9997402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069321596296647,"score_gpt":0.3833576374835739,"score_spread":0.2764254778539093,"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."}}