{"id":"W4416797955","doi":"10.1007/s10875-025-01966-z","title":"IgA and IgM-enriched Immunoglobulins in Primary Immunodeficiencies: a Pilot Study","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Immunology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"Sorbonne Université; Grifols; Agence Nationale de Sécurité du Médicament et des Produits de Santé; Fondation pour la Recherche Médicale; Institut National de la Santé et de la Recherche Médicale; Agence Nationale de la Recherche; European Commission; BioCryst; Swedish Orphan Biovitrum; CSL Behring","keywords":"Medical microbiology; Antibody; Primary immunodeficiency; Immunoglobulin A; Respiratory system; Immunoglobulin G; Antibody response; Secretory IgA","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":[0.001225239,0.0006213484,0.0006907057,0.0003616374,0.0002911732,0.000370254,0.0002731614,0.0004530954,0.0007700953],"category_scores_gemma":[0.00121761,0.0001439474,0.0005992465,0.0002338619,0.0004873744,0.0002271218,0.0002777856,0.0004933228,0.0001720714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002631003,"about_ca_system_score_gemma":0.0003442268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004497301,"about_ca_topic_score_gemma":0.0002114994,"domain_scores_codex":[0.9995628,0.0002257312,0.00002617665,0.0000565268,0.00005601234,0.00007269698],"domain_scores_gemma":[0.9992186,0.0002507121,0.00009628038,0.0001018713,0.00007502809,0.0002575567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1333102,0.1391458,0.3652744,0.001329614,0.0008808956,0.01287148,0.002642741,0.001411445,0.1660852,0.0004211343,0.001055291,0.1755718],"study_design_scores_gemma":[0.007215128,0.7544816,0.223239,0.0000296778,0.0003319499,0.005222299,0.0003061731,0.0009013967,0.006396247,0.00008371587,0.00177302,0.00001991292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992037,0.0003412246,0.0001211281,0.00001201216,0.000006305946,0.00009304492,0.00001631821,0.000004478615,0.0002017811],"genre_scores_gemma":[0.9991979,0.0003064776,0.0001578295,0.00004429074,0.00004523943,0.00006300648,0.00007012142,0.000001265609,0.0001138139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001225239,"threshold_uncertainty_score":0.00647974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03341547150171813,"score_gpt":0.3409318761021159,"score_spread":0.3075164046003978,"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."}}