{"id":"W4385605972","doi":"10.1101/2023.07.31.23293444","title":"Critical Illness Risk and Long-Term Outcomes Following Intensive Care in Pediatric Hematopoietic Cell Transplant Recipients","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":3,"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; Be The Match Foundation; Office of Naval Research; Health Resources and Services Administration; Astellas Pharma; Actinium Pharmaceuticals; National Heart, Lung, and Blood Institute; Adaptive Biotechnologies; National Cancer Institute; National Institutes of Health; Medical College of Wisconsin; Amgen","keywords":"Medicine; Intensive care; Umbilical cord; Hematopoietic cell; Hematopoietic stem cell transplantation; Pediatrics; Transplantation; Cumulative incidence; Incidence (geometry); Intensive care medicine; Internal medicine; Haematopoiesis; Stem cell; Immunology","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":[0.0004204597,0.0001839343,0.0001952068,0.0006797665,0.0003587019,0.0006399765,0.0003420989,0.0002470411,0.002207607],"category_scores_gemma":[0.002639777,0.00009441056,0.000282104,0.000950965,0.0002686132,0.0005511782,0.0006442954,0.0007597824,0.0001281441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006705429,"about_ca_system_score_gemma":0.000718725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007508662,"about_ca_topic_score_gemma":0.006436053,"domain_scores_codex":[0.9995733,0.00006741401,0.00005702157,0.00007330671,0.000101008,0.0001279155],"domain_scores_gemma":[0.9969484,0.0002707769,0.001893101,0.00004740377,0.0002061267,0.00063426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001583364,0.00001303054,0.9989862,0.000008151623,0.00001299865,0.00006367594,0.00002746355,0.00003157323,0.00002158873,0.00001245422,0.000128502,0.0006785286],"study_design_scores_gemma":[0.000002048875,0.00003447003,0.9993004,0.00001593707,0.000009176204,0.0002322982,0.0001580802,0.0001083859,0.00002729971,0.00001875571,0.0000915688,0.000001562258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983323,0.0005225628,0.00005530935,0.0001223945,0.000008742767,0.000007710258,0.0005328329,0.000003199276,0.0004149711],"genre_scores_gemma":[0.9990983,0.0002422005,0.00004075565,0.00003086028,0.00001590026,0.000007410077,0.0005217435,0.000001179566,0.00004152661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007508662,"threshold_uncertainty_score":0.01492989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02972338399959119,"score_gpt":0.3126600299463023,"score_spread":0.2829366459467111,"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."}}