{"id":"W4390062087","doi":"10.1182/bloodadvances.2023011002","title":"Intensive care risk and long-term outcomes in pediatric allogeneic hematopoietic cell transplant recipients","year":2023,"lang":"en","type":"article","venue":"Blood Advances","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital","funders":"Cancer Moonshot; Moonshot Research and Development Program; National Institute of Allergy and Infectious Diseases; Gilead Sciences; National Cancer Institute; National Institutes of Health; Astellas Pharma; Adaptive Biotechnologies; Incyte; bluebird bio; National Heart, Lung, and Blood Institute; Actinium Pharmaceuticals; CareDx; Atara Biotherapeutics; Bristol-Myers Squibb; AstraZeneca; CSL Behring; BeiGene; HistoGenetics; GlaxoSmithKline; Health Resources and Services Administration; Astellas Pharma US; Amgen; Office of Naval Research; Jazz Pharmaceuticals; Be The Match Foundation","keywords":"Medicine; Intensive care unit; Dialysis; Intensive care medicine; Transplantation; Intensive care; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001247083,0.0002345167,0.0004590292,0.0003154785,0.00006215562,0.00001382942,0.00008956192,0.0001030518,0.00001846856],"category_scores_gemma":[0.00005689176,0.0001966095,0.00008331905,0.000430326,0.00005108005,0.0001038537,0.00001942803,0.0001940815,0.00006925393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002023179,"about_ca_system_score_gemma":0.00004248448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001291814,"about_ca_topic_score_gemma":0.0001118686,"domain_scores_codex":[0.9984483,0.00005833279,0.0003989772,0.0004317911,0.0003002012,0.0003624512],"domain_scores_gemma":[0.999166,0.0002392058,0.0001062958,0.0002228001,0.0001225824,0.0001430967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006006017,0.00007649257,0.9902344,0.001311105,0.00002534662,0.0006151298,0.006300308,0.00001507215,0.000544116,0.000003958145,0.000005455665,0.0008085074],"study_design_scores_gemma":[0.003253281,0.0001856521,0.9860539,0.000290726,0.0005539857,0.0001331312,0.001736695,0.000004879509,0.007515179,0.00004004819,0.00001806717,0.0002144759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919266,0.006634171,0.00005281681,0.0001086109,0.000256127,0.0005720195,0.00006242805,0.0001208966,0.0002663498],"genre_scores_gemma":[0.9801632,0.0190866,0.0002161305,0.00009815781,0.0000531858,0.00005666054,0.0001074158,0.00003326345,0.0001854115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01245243,"threshold_uncertainty_score":0.8017504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603877741609896,"score_gpt":0.2803425716782115,"score_spread":0.2643037942621126,"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."}}