{"id":"W4414588684","doi":"10.1093/cei/uxaf065","title":"Serum sBCMA in primary and secondary antibody deficiency","year":2025,"lang":"en","type":"article","venue":"Clinical & Experimental Immunology","topic":"Blood disorders and treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"UK Research and Innovation","keywords":"Common variable immunodeficiency; Antibody; Biomarker; Asymptomatic; Immune system; Hypogammaglobulinemia; Humoral immunity; Primary immunodeficiency; Immunopathology","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":[0.0003763642,0.0005245826,0.0005170583,0.001013892,0.000329158,0.0004300831,0.0001907175,0.0005123436,0.0008604538],"category_scores_gemma":[0.001228212,0.0002044455,0.0002518453,0.0005661584,0.0002976788,0.0001938376,0.000329527,0.0003670777,0.0002134284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002773431,"about_ca_system_score_gemma":0.0001918404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001731593,"about_ca_topic_score_gemma":0.001138587,"domain_scores_codex":[0.9997146,0.00006798735,0.00005116326,0.00007106473,0.00005383101,0.000041429],"domain_scores_gemma":[0.9994847,0.0001390559,0.0001749285,0.00002723032,0.00006347744,0.0001106237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007403629,0.00004623051,0.990675,0.00002991392,0.00003622285,0.0005941173,0.00006801981,0.00005398784,0.005484212,0.00002154183,0.0001013482,0.002148998],"study_design_scores_gemma":[0.00002305199,0.0007456189,0.9941697,0.0000140663,0.000046921,0.002705189,0.00008244163,0.0003772773,0.0014829,0.00003957498,0.000309291,0.000003853277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989833,0.0003859902,0.00009663695,0.00001582871,0.000005900437,0.00001185459,0.0001434024,0.000006799306,0.0003501404],"genre_scores_gemma":[0.9995467,0.0000704901,0.0001095959,0.00001829507,0.000005558401,0.000005177443,0.0001517491,0.000001360457,0.00009101113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001731593,"threshold_uncertainty_score":0.003443003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009430363745228,"score_gpt":0.3500598340677615,"score_spread":0.3399655304303092,"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."}}