{"id":"W3212166614","doi":"10.1182/blood-2021-153045","title":"Propensity Score Matching Analysis Comparing Extracorporeal Photopheresis (ECP) Vs Best Available Therapy in Third Line or Later Treatment of Chronic Graft-Versus-Host Disease (cGVHD)","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Prednisone; Extracorporeal Photopheresis; Propensity score matching; Rituximab; Photopheresis; Internal medicine; Graft-versus-host disease; Randomized controlled trial; Maintenance therapy; Cohort; Retrospective cohort study; Surgery; Transplantation; Chemotherapy; Disease; Lymphoma","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005962586,0.0003689961,0.0009079947,0.000841246,0.0002538479,0.0005577758,0.000632052,0.0005260392,0.002295864],"category_scores_gemma":[0.00816822,0.0001782558,0.002279824,0.0005808687,0.0003639497,0.0004152255,0.0006245712,0.0006019272,0.000173982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006308772,"about_ca_system_score_gemma":0.000616824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008113791,"about_ca_topic_score_gemma":0.0004493427,"domain_scores_codex":[0.9959578,0.002634001,0.0003205276,0.0005611472,0.0003231658,0.0002033599],"domain_scores_gemma":[0.9959947,0.001972,0.001165084,0.0004102767,0.0001326792,0.0003252546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1889588,0.001902351,0.7118644,0.0003053744,0.01250084,0.0001954417,0.000135637,0.008454303,0.003398514,0.001270465,0.001811283,0.06920265],"study_design_scores_gemma":[0.01088437,0.04246216,0.780152,0.00008673219,0.008845625,0.0004697616,0.0002949906,0.148195,0.003150635,0.002990442,0.002398102,0.00007015887],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962556,0.0005110553,0.002537075,0.00007834419,0.00005199498,0.0001399847,0.0002029187,0.0000100119,0.0002129283],"genre_scores_gemma":[0.9988425,0.00007210993,0.0006262861,0.00003663122,0.00001958556,0.0000660362,0.0002114202,0.000002259402,0.0001231851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005962586,"threshold_uncertainty_score":0.03153354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08091759889445783,"score_gpt":0.2907181491261763,"score_spread":0.2098005502317185,"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."}}