{"id":"W3102276134","doi":"10.1038/s41409-020-01142-4","title":"Peri-transplant extracorporeal photopheresis to mitigate GVHD- a pilot clinical trial","year":2020,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Mallinckrodt Pharmaceuticals","keywords":"Extracorporeal Photopheresis; Medicine; Photopheresis; Graft-versus-host disease; Clinical trial; Surgery; Intensive care medicine; Transplantation; Internal medicine; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006090918,0.0004298653,0.0008418423,0.0001502393,0.0001227473,0.00005705221,0.0001742937,0.0002415947,0.0009550457],"category_scores_gemma":[0.00007063655,0.0004182751,0.000346158,0.0004683676,0.00009773817,0.0001683637,0.000007981998,0.0004245376,0.0005129089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005814219,"about_ca_system_score_gemma":0.0002650583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009155008,"about_ca_topic_score_gemma":0.00009989872,"domain_scores_codex":[0.9960752,0.0002634278,0.001467985,0.0008736519,0.000787176,0.0005326069],"domain_scores_gemma":[0.9980445,0.0003198806,0.0001918343,0.0003378408,0.0001238278,0.0009821299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6076467,0.002096626,0.02945519,0.005133375,0.0006196492,0.007324754,0.01220398,0.0001742898,0.3047986,0.000741426,0.003653206,0.02615227],"study_design_scores_gemma":[0.4558985,0.03218574,0.3460488,0.001852743,0.006609409,0.003193527,0.0007831747,0.002740048,0.1389589,0.0002700721,0.008196494,0.003262635],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547918,0.00008314815,0.0260402,0.004807872,0.0006561971,0.003335655,0.0003145961,0.00040715,0.009563338],"genre_scores_gemma":[0.9891196,0.0003946445,0.005452774,0.003115002,0.0006236279,0.0002130448,0.0007619385,0.00009081842,0.000228585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3165936,"threshold_uncertainty_score":0.9999582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08570951565702845,"score_gpt":0.331893428212932,"score_spread":0.2461839125559036,"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."}}