{"id":"W4402433272","doi":"10.14785/lymphosign-2024-0007","title":"Impact of the COVID-19 pandemic on patients with primary immunodeficiency","year":2024,"lang":"en","type":"article","venue":"LymphoSign Journal","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Virology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Primary immunodeficiency; Human immunodeficiency virus (HIV); Medicine; Immunology; Internal medicine; Infectious disease (medical specialty); Outbreak","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000452046,0.0002371956,0.0002658278,0.000170598,0.0005243263,0.00005383719,0.0005580786,0.0001495953,0.0004733019],"category_scores_gemma":[0.00008989598,0.0001199498,0.0003569781,0.000409876,0.0003814926,0.0001449948,0.00006529138,0.0005410616,0.0001027342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004692894,"about_ca_system_score_gemma":0.001141634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001062391,"about_ca_topic_score_gemma":5.550786e-7,"domain_scores_codex":[0.9985945,0.0002124879,0.0004065498,0.0002283437,0.0001319944,0.0004260761],"domain_scores_gemma":[0.9991646,0.0001881596,0.0002015307,0.0003510986,0.00007707625,0.00001748162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003786546,0.002723429,0.6166233,0.0002182847,0.002235682,0.00003774341,0.008868585,0.003309769,0.2317317,0.002466243,0.01090131,0.1170974],"study_design_scores_gemma":[0.008770024,0.003156252,0.9421003,0.0005936819,0.0002457429,0.002232418,0.0003777986,0.00002398702,0.00145431,0.00128918,0.03901019,0.0007460819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670924,0.02936751,0.0006100808,0.0001174767,0.001186256,0.0002090613,0.00004107508,0.00006143626,0.001314705],"genre_scores_gemma":[0.9989339,0.0001831829,0.000005204809,0.0004085622,0.000005443494,0.000005573649,0.00002273609,0.00002382917,0.000411643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.325477,"threshold_uncertainty_score":0.5182324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234207967422001,"score_gpt":0.2541938371397736,"score_spread":0.2418517574655536,"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."}}