{"id":"W3080347308","doi":"10.1016/j.jaip.2020.08.016","title":"Increased Respiratory Viral Detection and Symptom Burden Among Patients with Primary Antibody Deficiency: Results from the BIPAD Study","year":2020,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Allergy Therapeutics; Public Health Wales; CSL Behring; Grifols; Octapharma; Shire; Health and Care Research Wales; Takeda Canada; Novartis","keywords":"Medicine; Rhinovirus; Respiratory tract infections; Bronchiectasis; Internal medicine; Streptococcus pneumoniae; Haemophilus influenzae; Odds ratio; Respiratory system; Antibiotics; Immunology; Lung","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006783534,0.0004857187,0.0005874386,0.0009104412,0.000488988,0.001086462,0.0004745464,0.0007827455,0.001370705],"category_scores_gemma":[0.001748824,0.0003816372,0.0006151842,0.001314775,0.0003192666,0.0005335741,0.0008885941,0.0008804137,0.0003223271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003101891,"about_ca_system_score_gemma":0.0002675854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006496854,"about_ca_topic_score_gemma":0.005129189,"domain_scores_codex":[0.9993261,0.000219318,0.00006333048,0.0001271762,0.0001187971,0.0001453096],"domain_scores_gemma":[0.9988978,0.0001830983,0.0003577329,0.00007583806,0.0001322244,0.0003533873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000171113,0.00003436888,0.9990379,0.000007417554,0.00004811402,0.00004353324,0.0000334195,0.000008522779,0.0001534929,0.000005228002,0.00008614641,0.000370816],"study_design_scores_gemma":[0.000009461876,0.00004498332,0.9995876,0.000002976003,0.00002722788,0.0001122626,0.0001045569,0.00003038089,0.00001668477,0.000005282061,0.00005671769,0.000001903865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984376,0.0003602757,0.00003856719,0.00006570833,0.00001112981,0.000004253222,0.0006961916,0.000002840106,0.0003833186],"genre_scores_gemma":[0.9991443,0.0001255314,0.00003563768,0.00006132281,0.00001783143,0.000004990706,0.0005106736,0.000002162077,0.00009738326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006496854,"threshold_uncertainty_score":0.01291806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353177345080474,"score_gpt":0.2773248379619465,"score_spread":0.2637930645111417,"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."}}