{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006620766,0.0001941891,0.0001863954,0.0007118789,0.0002911063,0.000600215,0.0003019233,0.0002427989,0.001428448],"category_scores_gemma":[0.002452474,0.0001188875,0.0003293612,0.001294407,0.0001768143,0.0005794772,0.0005543517,0.000597797,0.0001539389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007853957,"about_ca_system_score_gemma":0.0006955601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01000823,"about_ca_topic_score_gemma":0.009030549,"domain_scores_codex":[0.9995269,0.00009367654,0.00006160831,0.00009300988,0.0001095647,0.0001152651],"domain_scores_gemma":[0.998197,0.0001927748,0.001061841,0.00006551231,0.0001898263,0.0002931308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001854067,0.000007754062,0.9993129,0.000003091665,0.00001696255,0.00002359018,0.00001639785,0.00002767892,0.00001920106,0.000008382549,0.00008250634,0.0004630093],"study_design_scores_gemma":[0.00000217635,0.00002202782,0.9994341,0.000007715293,0.00001318382,0.0001311927,0.00009679273,0.0001242303,0.00003547427,0.00001083456,0.0001210845,0.000001221375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982407,0.0002993929,0.00007657455,0.00006310082,0.000004950183,0.000004578176,0.001040935,0.000002908343,0.0002668314],"genre_scores_gemma":[0.9985032,0.0001604417,0.00007539166,0.00001900388,0.000006995071,0.000006345948,0.001182073,0.000001444936,0.00004509064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01000823,"threshold_uncertainty_score":0.0198999,"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."}}