{"id":"W4417446124","doi":"10.70962/jhi.20250163","title":"Neurodevelopmental outcomes following hematopoietic cell transplantation for patients with severe combined immunodeficiency (SCID): A PIDTC study","year":2025,"lang":"en","type":"article","venue":"Journal of Human Immunity","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; University of Calgary","funders":"National Institute of Allergy and Infectious Diseases; National Heart, Lung, and Blood Institute; Pharming Technologies; Office of Naval Research; National Center for Advancing Translational Sciences; Health Resources and Services Administration; California Institute of Regenerative Medicine; Amgen; Swedish Orphan Biovitrum; Immune Deficiency Foundation; National Cancer Institute; U.S. Department of Health and Human Services; National Institutes of Health; Grifols","keywords":"Hematopoietic cell; Hematopoietic stem cell transplantation; Severe combined immunodeficiency; Transplantation; Multivariate analysis; Chemotherapy; Cognition","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":[],"consensus_categories":[],"category_scores_codex":[0.000665354,0.0002999542,0.0006209173,0.0003473159,0.001124441,0.00005246823,0.0006216106,0.000113412,0.00005146284],"category_scores_gemma":[0.00005530617,0.0002315194,0.0003140708,0.000283881,0.000121124,0.0003044342,0.00006758924,0.0005500761,0.000008370093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007523564,"about_ca_system_score_gemma":0.000169414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005288531,"about_ca_topic_score_gemma":0.000005313311,"domain_scores_codex":[0.9980816,0.0002920309,0.0009298341,0.0002002363,0.0001147351,0.0003816155],"domain_scores_gemma":[0.9986593,0.0002314,0.0005254471,0.0003263935,0.0002486018,0.000008903638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003086316,0.01768236,0.8770319,0.0003444385,0.001818659,0.00002231456,0.02251188,0.00008715785,0.07273895,0.0003185981,0.0001802593,0.004177198],"study_design_scores_gemma":[0.01863978,0.002933814,0.9669436,0.0001573325,0.0004406241,0.00001471522,0.00756749,4.843161e-7,0.002669844,0.0001474592,0.0001639009,0.0003209904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960135,0.001268233,0.0002103267,0.0000383506,0.0009689321,0.000801712,0.00001278032,0.00003071607,0.0006554968],"genre_scores_gemma":[0.9990466,0.000010881,0.00004568153,0.00008187546,9.005715e-7,0.00002181448,0.00007218074,0.00002148839,0.0006986083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08991171,"threshold_uncertainty_score":0.9441088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006659023983837184,"score_gpt":0.2424559242225491,"score_spread":0.2357969002387119,"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."}}