{"id":"W3151577537","doi":"10.1016/j.jtct.2021.03.028","title":"Breaking the Age Barrier: Physicians’ Perceptions of Candidacy for Allogeneic Hematopoietic Cell Transplantation in Older Adults","year":2021,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"Janssen Pharmaceuticals; National Center for Advancing Translational Sciences; Abbott Laboratories; National Institute on Aging; U.S. Public Health Service; Genentech; Daiichi-Sankyo; Kyowa Kirin Pharmaceutical Development; National Institute of Allergy and Infectious Diseases; Angiocrine Bioscience; Medical College of Wisconsin; Novartis; Merck; GlaxoSmithKline; Takeda Pharmaceuticals U.S.A.; Amgen; National Heart, Lung, and Blood Institute; Pfizer; Health Resources and Services Administration; Astellas Pharma US; Office of Naval Research; Jazz Pharmaceuticals; Intel Corporation; National Cancer Institute; AbbVie; Sanofi","keywords":"Candidacy; Medicine; Hematopoietic cell; Transplantation; Young adult; Regimen; Family medicine; Gerontology; Internal medicine; Stem cell; Haematopoiesis","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":[0.00009441397,0.0001085867,0.0002327243,0.00005640139,0.00004947992,0.000006385682,0.00003990488,0.00005807027,0.00005259111],"category_scores_gemma":[0.000002580201,0.00008532405,0.0001042771,0.0001347232,0.00006063209,0.00004267885,0.000001128131,0.00006787533,5.970869e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009249377,"about_ca_system_score_gemma":0.00003962816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007623666,"about_ca_topic_score_gemma":0.0001581148,"domain_scores_codex":[0.9992683,0.00006290092,0.000257208,0.0001614483,0.00013034,0.0001197826],"domain_scores_gemma":[0.9996018,0.0001187243,0.00006754775,0.0001067527,0.00007804786,0.00002715017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001326031,0.0003375976,0.05167801,0.002322006,0.0000905483,0.00009911076,0.1202558,0.00004902694,0.8110197,0.0003085874,0.00001520663,0.01249839],"study_design_scores_gemma":[0.007741278,0.0001666637,0.09130151,0.001388901,0.0002070595,0.00002975354,0.0082081,0.0001063057,0.8902337,0.0001328298,0.0003286405,0.000155288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985175,0.00409343,0.009660696,0.0002173705,0.00004194011,0.0003968424,0.00008046919,0.000009798253,0.0003244458],"genre_scores_gemma":[0.9768026,0.02179295,0.0005558578,0.0002464709,0.0000293479,0.00003659604,0.0004041886,0.00001398402,0.0001179392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1120477,"threshold_uncertainty_score":0.3479414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162625551612509,"score_gpt":0.3247208810890929,"score_spread":0.2930946255729678,"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."}}