{"id":"W3037518104","doi":"10.3390/ijns6030052","title":"Follow-Up for an Abnormal Newborn Screen for Severe Combined Immunodeficiencies (NBS SCID): A Clinical Immunology Society (CIS) Survey of Current Practices","year":2020,"lang":"en","type":"article","venue":"International Journal of Neonatal Screening","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"National Institutes of Health","keywords":"Severe combined immunodeficiency; Newborn screening; Medicine; Gestational age; Pediatrics; Immunology; Immunodeficiency; Immune system; Biology; Pregnancy","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"],"consensus_categories":[],"category_scores_codex":[0.002536012,0.000287478,0.0007206374,0.0001362128,0.0002872605,0.0000672906,0.001581306,0.0002747158,0.0001014678],"category_scores_gemma":[0.002572048,0.0002602709,0.0008058199,0.0002107458,0.000466803,0.0009062638,0.0002701962,0.0007241978,0.000008156971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003552925,"about_ca_system_score_gemma":0.0004127885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003899539,"about_ca_topic_score_gemma":0.00003824544,"domain_scores_codex":[0.9969215,0.0003834371,0.001655844,0.0003679853,0.0002197346,0.0004514577],"domain_scores_gemma":[0.9934696,0.001513678,0.002814854,0.0002078227,0.001959723,0.00003433362],"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":[0.04023927,0.0008902514,0.01309249,0.0000659131,0.004028623,0.000005403896,0.003473681,0.0005891185,0.04582848,0.001126562,0.002501779,0.8881584],"study_design_scores_gemma":[0.05991123,0.01900556,0.2053059,0.0006642502,0.0008461692,0.0007254356,0.01383296,0.006812765,0.01271457,0.0007115892,0.6778085,0.001661078],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5157822,0.03024971,0.4456066,0.001308609,0.005110762,0.0007039618,0.001137028,0.00004939737,0.00005167896],"genre_scores_gemma":[0.992214,0.0004169515,0.00613383,0.0003249523,0.00008289078,0.0000186814,0.0007147411,0.00003441849,0.0000595273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8864974,"threshold_uncertainty_score":0.999985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253386434306278,"score_gpt":0.3798239669245766,"score_spread":0.2544853234939488,"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."}}