{"id":"W4280597826","doi":"10.1080/10428194.2022.2076848","title":"Differential use of the hematopoietic cell transplantation-comorbidity index among adult and pediatric transplant physicians","year":2022,"lang":"en","type":"letter","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Office of Naval Research; AbbVie Canada; Sanofi Genzyme; Genentech; Health Resources and Services Administration; CytoSen Therapeutics; MorphoSys; Kyowa Hakko Kirin; Vertex Pharmaceuticals; Omeros Corporation; Bristol-Myers Squibb; Instituto Nacional de Cancerología; Adaptive Biotechnologies; Incyte; Kiadis Pharma; bluebird bio; Medical College of Wisconsin; StemCyte; CSL Behring; Karyopharm Therapeutics; National Cancer Institute; Gilead Sciences; CareDx; National Heart, Lung, and Blood Institute; Novartis Pharmaceuticals Corporation; Daiichi-Sankyo; Accenture; Merck; GlaxoSmithKline; Be The Match Foundation; Seagen; Astellas Pharma US; Medac; Jazz Pharmaceuticals; National Marrow Donor Program","keywords":"Medicine; Family medicine; Health care; Management; Business; Political science; Law","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":[0.0002138943,0.0001287681,0.0001877666,0.0009314013,0.0002368804,0.0005337938,0.0002650185,0.0003370818,0.02237043],"category_scores_gemma":[0.002830982,0.00009074925,0.0002578756,0.0009449323,0.0001209448,0.0005267871,0.0004374497,0.0005339457,0.00127755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002927277,"about_ca_system_score_gemma":0.0003004731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004273363,"about_ca_topic_score_gemma":0.007461248,"domain_scores_codex":[0.9997112,0.00004284452,0.00002825122,0.0000437294,0.00009284411,0.00008115061],"domain_scores_gemma":[0.9987968,0.0003704961,0.0004176164,0.00002854124,0.0001087815,0.0002776865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001724615,0.00002890528,0.9632458,0.00004519031,0.00002918073,0.0003483949,0.00008283401,0.00009897363,0.0001630626,0.0003601386,0.01427335,0.02115178],"study_design_scores_gemma":[0.00001241606,0.00003068222,0.9937924,0.0001121136,0.00002139598,0.002135248,0.0002550232,0.000513339,0.0001023939,0.0002346025,0.002781304,0.000009040761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.934794,0.004341095,0.0006678024,0.003462122,0.0001759184,0.00005400789,0.008057731,0.0001070512,0.04834022],"genre_scores_gemma":[0.9944897,0.001115195,0.0003087207,0.0003277382,0.0001139628,0.00003204301,0.002152897,0.0000221422,0.001437715],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02237043,"threshold_uncertainty_score":0.07483655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088108361565172,"score_gpt":0.2082270780818149,"score_spread":0.1973459944661632,"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."}}