{"id":"W4399880973","doi":"10.1016/j.jtct.2024.06.018","title":"Applying Implementation Science in the Field of Transplant and Cellular Therapy","year":2024,"lang":"en","type":"review","venue":"Transplantation and Cellular Therapy","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; National Institute of Allergy and Infectious Diseases; Office of Naval Research; Legend Biotech; NYU Grossman School of Medicine; Pharmacyclics; Takeda Oncology; Health Resources and Services Administration; National Institutes of Health; MorphoSys; Seagen; BeiGene; Astellas Pharma; Adaptive Biotechnologies; Kiadis Pharma; bluebird bio; Medac; Jazz Pharmaceuticals; Amgen; Rush University; HistoGenetics; U.S. Public Health Service; U.S. Department of Defense; Sanofi; GlaxoSmithKline; National Institute on Aging; CSL Behring; Bristol-Myers Squibb; AstraZeneca; Swedish Orphan Biovitrum; Omeros Corporation; Vertex Pharmaceuticals; Alexion Pharmaceuticals; Mallinckrodt Pharmaceuticals; Astellas Pharma US; U.S. Navy; Gateway for Cancer Research; Actinium Pharmaceuticals; CareDx; National Heart, Lung, and Blood Institute; Novartis Pharmaceuticals Corporation; Incyte; Pfizer; Atara Biotherapeutics; National Cancer Institute; Gilead Sciences","keywords":"Field (mathematics); Computer science; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02132181,0.00135753,0.00329438,0.008418525,0.0008238551,0.004794339,0.001613017,0.005115646,0.005639967],"category_scores_gemma":[0.04791006,0.0005238261,0.001951804,0.01097745,0.003157935,0.003828762,0.001861981,0.005784989,0.0006488094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008446549,"about_ca_system_score_gemma":0.02379318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01537816,"about_ca_topic_score_gemma":0.03236124,"domain_scores_codex":[0.9894643,0.006462228,0.0009214595,0.0004399008,0.002411673,0.0003003977],"domain_scores_gemma":[0.9241863,0.06882904,0.002066021,0.0007063018,0.003756484,0.0004557777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007408165,0.0000723094,0.0002637501,0.1477503,0.0007113545,0.0000722081,0.0002441392,0.0006916661,0.0001292194,0.0605361,0.02270261,0.7667522],"study_design_scores_gemma":[0.0000946949,0.0001124176,0.001876163,0.3415372,0.00151065,0.0002465279,0.0005589083,0.0003664713,0.0002055006,0.04116547,0.6122658,0.00006023102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002955183,0.9963905,0.0002010857,0.00241316,0.0002730952,0.00001280789,0.00001008861,0.000003003824,0.0006665799],"genre_scores_gemma":[0.001452231,0.9957873,0.0006272636,0.001655776,0.0002544437,0.00003373467,0.00001303759,0.000002419616,0.00017378],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02132181,"threshold_uncertainty_score":0.1127619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4059776011179404,"score_gpt":0.6240151996592307,"score_spread":0.2180375985412903,"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."}}