{"id":"W4393386550","doi":"10.1084/jem.20231044","title":"Helper T cell immunity in humans with inherited CD4 deficiency","year":2024,"lang":"en","type":"article","venue":"The Journal of Experimental Medicine","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill Genome Centre","funders":"National Institute of Allergy and Infectious Diseases; Medical Research Council; Agence Nationale de la Recherche; Fondation Bettencourt Schueller; Institut National de la Santé et de la Recherche Médicale; Institut National Du Cancer; University of New South Wales; Honjo International Scholarship Foundation; Rockefeller University; National Health and Medical Research Council; Institut des maladies génétiques Imagine; Baxalta; American Association of Immunologists; St. Giles Foundation","keywords":"CD8; Biology; Immunity; Immunology; Immune system; Human leukocyte antigen; Cellular immunity; Antigen","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008933877,0.0005317195,0.0002773056,0.0005597805,0.0005670002,0.0002997689,0.0001383762,0.0004461546,0.001782341],"category_scores_gemma":[0.0005281707,0.0001599935,0.0001300262,0.0002746499,0.0004390995,0.0002260767,0.0003230537,0.0003194867,0.0002803438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001882603,"about_ca_system_score_gemma":0.0001262653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009639215,"about_ca_topic_score_gemma":0.0007729598,"domain_scores_codex":[0.9998959,0.0000206374,0.00001122642,0.00003178024,0.00001599237,0.00002445035],"domain_scores_gemma":[0.9999002,0.00002257391,0.0000321795,0.000009597214,0.00000890276,0.00002641499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001607174,0.0002451085,0.6508241,0.000274604,0.0001581604,0.1690862,0.002289912,0.0007694422,0.08458157,0.002007255,0.003699523,0.08445701],"study_design_scores_gemma":[0.0001123561,0.001325816,0.5166826,0.0001063408,0.000191125,0.4594583,0.0008200849,0.000743993,0.006506399,0.002139923,0.01187065,0.00004243609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961591,0.001381207,0.0004089095,0.0001635898,0.00001586376,0.000008052632,0.0001146376,0.00005065176,0.001697897],"genre_scores_gemma":[0.9986991,0.0004292699,0.0002677269,0.00006683675,0.00002053578,0.000004161725,0.000106843,0.00000552517,0.0004001684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001782341,"threshold_uncertainty_score":0.005962491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208116845924242,"score_gpt":0.2624187682036326,"score_spread":0.2503375997443902,"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."}}