{"id":"W4280650301","doi":"10.1016/j.jtct.2022.05.018","title":"Geriatric Assessment Reveals Actionable Impairments in Hematopoietic Stem Cell Transplantation Candidates Age 18 to 80 Years","year":2022,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Cancer Institute; National Institutes of Health; Baxter International; Belgian American Educational Foundation; Abbott Laboratories; National Institute on Aging; School of Medicine, Duke University; DSM; U.S. Department of Defense","keywords":"Medicine; Transplantation; Hematopoietic stem cell transplantation; Cognition; Internal medicine; Age limit; Stem cell; Cognitive impairment; Pediatrics; Oncology; Disease; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000277363,0.0001620114,0.0002400894,0.000261953,0.0001211933,0.00002823048,0.00007672048,0.00004912244,0.0005960034],"category_scores_gemma":[3.804844e-7,0.0001716805,0.00005553125,0.0003482402,0.00001641889,0.00009100621,0.00000577258,0.0001991969,0.00001501995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349172,"about_ca_system_score_gemma":0.00006432994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001842026,"about_ca_topic_score_gemma":0.00002722201,"domain_scores_codex":[0.9985905,0.0001450928,0.000324416,0.0003094324,0.0003887136,0.0002418411],"domain_scores_gemma":[0.9995922,0.00004725436,0.00006631912,0.0001501548,0.00001940647,0.0001246802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005019732,0.001816801,0.08032469,0.002068484,0.0001819855,0.006192615,0.05774761,0.00207779,0.8212567,0.0001613562,0.001383368,0.0217689],"study_design_scores_gemma":[0.04385918,0.004240051,0.7857404,0.000423717,0.0004688531,0.001993197,0.007478188,0.0007965617,0.1441002,0.0005888076,0.008804232,0.001506603],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957937,0.0004157473,0.00129276,0.0003571975,0.0001491598,0.0009740512,0.00008746068,0.00005341759,0.0008764869],"genre_scores_gemma":[0.9940225,0.00204247,0.0004711961,0.0005401753,0.00002673918,0.0002036633,0.0005350946,0.00003011611,0.002128026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7054157,"threshold_uncertainty_score":0.700093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556008457581674,"score_gpt":0.2725051791446464,"score_spread":0.2569450945688296,"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."}}