{"id":"W3157866779","doi":"10.1016/j.jtct.2021.04.013","title":"Return to Work Among Young Adult Survivors of Allogeneic Hematopoietic Cell Transplantation in the United States","year":2021,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Hospital for Sick Children; University of Calgary","funders":"National Center for Advancing Translational Sciences; Office of Naval Research; Legend Biotech; Pharmacyclics; Takeda Oncology; Sanofi Genzyme; Merck Sharp and Dohme; U.S. Public Health Service; Genentech; Health Resources and Services Administration; National Institutes of Health; Astellas Pharma; Kite Pharma; Meiji Seika Pharma; Daiichi-Sankyo; Vertex Pharmaceuticals; Omeros Corporation; Pfizer; Incyte; Kiadis Pharma; bluebird bio; Kyowa Kirin Pharmaceutical Development; National Institute of Allergy and Infectious Diseases; Angiocrine Bioscience; Cancer Moonshot; Medical College of Wisconsin; StemCyte; Bristol-Myers Squibb; CSL Behring; National Heart, Lung, and Blood Institute; Novartis Pharmaceuticals Corporation; Celgene; Actinium Pharmaceuticals; Daiichi Sankyo Europe; National Cancer Institute; Servier; Gilead Sciences; AbbVie; Moonshot Research and Development Program; Sanofi; Amgen; Jazz Pharmaceuticals; Intel Corporation; Astellas Pharma US","keywords":"Medicine; Psychosocial; Transplantation; Hematopoietic cell; Confidence interval; Young adult; Odds ratio; Population; Comorbidity; Logistic regression; Gerontology; Internal medicine; Psychiatry; Haematopoiesis; Stem cell","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":[0.0004935923,0.0001824866,0.0003002438,0.0001597055,0.00006302017,0.00002543784,0.00009752514,0.00009314514,0.00007433215],"category_scores_gemma":[0.000008421893,0.0001475064,0.00008421282,0.0006979379,0.00006826063,0.00005734737,0.000002577393,0.0001760742,0.000004024956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001580562,"about_ca_system_score_gemma":0.0000551857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001889248,"about_ca_topic_score_gemma":0.002247327,"domain_scores_codex":[0.9982508,0.0003955408,0.0004683688,0.0002808499,0.0004006395,0.000203829],"domain_scores_gemma":[0.9992318,0.0002035518,0.00009359933,0.0002382911,0.0001189228,0.0001138437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00287166,0.0006548474,0.6196849,0.002246662,0.0001404514,0.0005559119,0.3209797,0.0003953959,0.05111379,0.0004054001,0.00008922655,0.0008620959],"study_design_scores_gemma":[0.008074515,0.0004387258,0.6122298,0.0008836666,0.0002619754,0.0001910225,0.02221259,0.00008222766,0.3544336,0.0003662622,0.0003327911,0.0004928201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923634,0.0009923624,0.003782465,0.001975421,0.00008368747,0.0005001311,0.00003651368,0.0000295424,0.000236512],"genre_scores_gemma":[0.98551,0.0104616,0.0002720395,0.002609281,0.00003125901,0.00002846703,0.0009795651,0.00002390608,0.00008391603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3033198,"threshold_uncertainty_score":0.6015136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172365986715323,"score_gpt":0.2599055968319248,"score_spread":0.2426689981603925,"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."}}