{"id":"W4408657628","doi":"10.3389/fimmu.2025.1528414","title":"Patient-reported outcomes with subcutaneous immunoglobulin in secondary immunodeficiency","year":2025,"lang":"en","type":"review","venue":"Frontiers in Immunology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Primary immunodeficiency; Intensive care medicine; Quality of life (healthcare); Patient satisfaction; Immunodeficiency; Cohort; Disease; Pediatrics; Internal medicine; Surgery; Immunology; Immune system","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"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0006542236,0.001758057,0.006222139,0.003388617,0.0003591164,0.00006169547,0.001900796,0.002552378,0.0003713314],"category_scores_gemma":[0.0003464734,0.001467162,0.0009339011,0.002743437,0.001317348,0.0002644623,0.0006392103,0.00424007,0.0002531236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008203039,"about_ca_system_score_gemma":0.002391657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007677135,"about_ca_topic_score_gemma":0.00004925485,"domain_scores_codex":[0.9910014,0.00145153,0.003426963,0.00178609,0.0001538339,0.002180147],"domain_scores_gemma":[0.995703,0.0006114938,0.001390489,0.002157368,0.0001227793,0.00001483099],"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":[0.0005214633,0.0009011444,0.0005242206,0.002406423,0.00166241,0.0006429821,0.0006585104,0.00001022804,0.00003080857,0.0001937592,0.0003996516,0.9920484],"study_design_scores_gemma":[0.004073193,0.0006532128,0.0009844451,0.01057302,0.0006545518,0.001274357,0.001728747,8.575823e-7,0.00001962526,0.0002029529,0.9780425,0.001792498],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001128253,0.9823109,0.0001163898,0.00004341395,0.00742952,0.002382736,0.0001295076,0.0002215501,0.006237727],"genre_scores_gemma":[0.002583519,0.9909061,0.000213182,0.0001030494,0.000002991719,0.0007259095,0.001227042,0.0001431857,0.004095067],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9902559,"threshold_uncertainty_score":0.9995165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007431860035541898,"score_gpt":0.2412663221192114,"score_spread":0.2338344620836695,"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."}}