{"id":"W4386529524","doi":"10.1016/j.jaci.2023.08.031","title":"Impact of newborn screening for SCID on the management of congenital athymia","year":2023,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Centre Hospitalier Universitaire de Rennes; Berlin Institute of Health; Tel Aviv University; University College London; Albert-Ludwigs-Universität Freiburg; Hospital for Sick Children; Great Ormond Street Institute of Child Health; Univerzita Karlova v Praze; Great Ormond Street Hospital for Children; University of New South Wales; University of Alberta; Universität Zürich; University Hospitals Birmingham NHS Foundation Trust; Berlin-Brandenburger Centrum für Regenerative Therapien; Helsingin Yliopisto","keywords":"Medicine; Pediatrics; Transplantation; Newborn screening; Referral; Severe combined immunodeficiency; Hematopoietic stem cell transplantation; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001246444,0.0002256621,0.000253927,0.00060472,0.0003298667,0.0004807614,0.0003490832,0.0003372497,0.001385277],"category_scores_gemma":[0.0105919,0.00006426939,0.000331716,0.0003810695,0.0002103643,0.0003135387,0.0006591301,0.0004455695,0.00007540487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204601,"about_ca_system_score_gemma":0.001515557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01407651,"about_ca_topic_score_gemma":0.01664693,"domain_scores_codex":[0.9988747,0.000511664,0.0000889221,0.00008603366,0.0002233051,0.0002153679],"domain_scores_gemma":[0.9956001,0.001592841,0.001263662,0.0000912139,0.0003122145,0.001139948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005247582,0.0001404971,0.933324,0.00009659243,0.00004911348,0.0007872994,0.0001745054,0.0004537927,0.0003787796,0.0001166086,0.001078317,0.06287578],"study_design_scores_gemma":[0.000009128089,0.0003801984,0.9974765,0.0001482406,0.00003815443,0.0007356017,0.0001855576,0.0003611233,0.0001442692,0.00004134533,0.0004737967,0.000005958023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889843,0.006105731,0.0001063745,0.002210091,0.00008379235,0.00001597905,0.0002570534,0.00001371147,0.002222794],"genre_scores_gemma":[0.998052,0.001315547,0.0002050382,0.0001388009,0.00006508485,0.000005901281,0.0001247257,0.00000235894,0.00009058016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01407651,"threshold_uncertainty_score":0.02798915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04019673852963565,"score_gpt":0.3379599004933791,"score_spread":0.2977631619637434,"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."}}