{"id":"W4412543638","doi":"10.1038/s41409-025-02687-y","title":"Treatment patterns of extracorporeal photopheresis in steroid-refractory graft versus host disease: A delphi study","year":2025,"lang":"en","type":"letter","venue":"Bone Marrow Transplantation","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mallinckrodt Pharmaceuticals; Therakos","keywords":"Extracorporeal Photopheresis; Medicine; Graft-versus-host disease; Refractory (planetary science); Photopheresis; Extracorporeal; Surgery; Host (biology); Dermatology; Disease; Transplantation; Internal medicine","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":[0.006583884,0.0001984431,0.0002476809,0.001111947,0.0007873215,0.0006465375,0.0002754503,0.0006709871,0.002406249],"category_scores_gemma":[0.01492014,0.0001293518,0.0003407628,0.001082082,0.0006933748,0.0008360422,0.0008803131,0.0005909247,0.0005795537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001610491,"about_ca_system_score_gemma":0.001093262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001768797,"about_ca_topic_score_gemma":0.001702786,"domain_scores_codex":[0.9940273,0.004017376,0.0007209614,0.0002933479,0.0005549613,0.0003861185],"domain_scores_gemma":[0.9927192,0.004599666,0.0009393825,0.0001953759,0.001229045,0.0003172864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00452344,0.001214625,0.6599442,0.00213753,0.0003686856,0.005861464,0.0591855,0.001136748,0.002434395,0.004203598,0.02791496,0.2310749],"study_design_scores_gemma":[0.0006660455,0.004368898,0.6723109,0.005409515,0.0003983034,0.02461017,0.1905075,0.005544045,0.002373731,0.005419171,0.08807417,0.0003175724],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811335,0.001745017,0.001174134,0.004052269,0.00009663259,0.0008089057,0.000647974,0.000005269596,0.01033633],"genre_scores_gemma":[0.9935854,0.001032698,0.001082655,0.002739828,0.00006665268,0.0007875554,0.000259754,0.000004740532,0.0004406118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006583884,"threshold_uncertainty_score":0.0348193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777976890906596,"score_gpt":0.2857446615516746,"score_spread":0.2579648926426086,"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."}}