{"id":"W4406856096","doi":"10.1186/s13223-024-00925-4","title":"Secondary Immunodeficiency","year":2025,"lang":"en","type":"review","venue":"Allergy Asthma and Clinical Immunology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Hospital for Sick Children; McMaster University; University of Toronto; Western University; St. Michael's Hospital","funders":"","keywords":"Intensive care medicine; Scope (computer science); Immunodeficiency; Medicine; Adverse effect; Human immunodeficiency virus (HIV); Immunology; Immune system; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002768119,0.0008642248,0.001161202,0.0016523,0.0004130095,0.0008807455,0.0005954959,0.0009100803,0.0093389],"category_scores_gemma":[0.0007817627,0.0001269496,0.0004888154,0.001198017,0.0007136219,0.0005724574,0.0006464983,0.001724575,0.00398982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005021306,"about_ca_system_score_gemma":0.000809781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009719793,"about_ca_topic_score_gemma":0.001014741,"domain_scores_codex":[0.9996957,0.00005567625,0.00003948535,0.00006044471,0.00008907584,0.00005980748],"domain_scores_gemma":[0.9996673,0.0001759034,0.00005527245,0.00001493262,0.00004578468,0.00004084122],"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":[0.00016036,0.0001116526,0.001897285,0.01097369,0.0001677399,0.01061859,0.0001858013,0.000359348,0.005303991,0.01464725,0.1218543,0.8337199],"study_design_scores_gemma":[0.0000301515,0.00006413007,0.001670835,0.003184092,0.00008005044,0.06102837,0.00006374087,0.00009095573,0.0007488386,0.003779667,0.9292394,0.00001990414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008502392,0.979591,0.0008557496,0.000721506,0.0009616237,0.00003017998,0.0001354251,0.00005624297,0.01679815],"genre_scores_gemma":[0.02377473,0.9545683,0.00138932,0.003349193,0.002187326,0.00005158022,0.0006877001,0.00001866783,0.01397326],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0093389,"threshold_uncertainty_score":0.03124166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163904887545559,"score_gpt":0.3315164800750508,"score_spread":0.3098774311995952,"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."}}