{"id":"W4389231618","doi":"10.1182/blood-2023-181900","title":"Flares of Acute Graft-Versus-Host Disease: Mount Sinai Acute Gvhd International Consortium (MAGIC) Study","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Discontinuation; Graft-versus-host disease; Immunosuppression; Hematopoietic stem cell transplantation; Internal medicine; Transplantation; Gastroenterology; Surgery; Immunology","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":[0.001416488,0.0004253591,0.0004097721,0.0006486557,0.0006151505,0.0006447718,0.0004825378,0.0004677731,0.001627303],"category_scores_gemma":[0.001184903,0.0002288752,0.0003183818,0.001272973,0.0004203808,0.0005721339,0.0007351009,0.0005890552,0.0003070561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004587515,"about_ca_system_score_gemma":0.0004512284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003542611,"about_ca_topic_score_gemma":0.005615088,"domain_scores_codex":[0.9995131,0.0001800373,0.00006256128,0.0001043091,0.00008733127,0.00005257638],"domain_scores_gemma":[0.9986053,0.0001325038,0.0005917863,0.0001778655,0.0001860573,0.0003064688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007294553,0.00006531704,0.996543,0.00003611422,0.0001178386,0.0000972734,0.00007681204,0.00004054325,0.0002137228,0.00003443868,0.0004481956,0.00159725],"study_design_scores_gemma":[0.0001069417,0.0002559561,0.9979406,0.0000220223,0.00009372351,0.0002795792,0.00012451,0.0001734942,0.00006300465,0.00003604493,0.0008987041,0.000005403949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955508,0.0006534698,0.0001250445,0.0001617955,0.00001027568,0.00012794,0.001528931,0.000006748626,0.001834997],"genre_scores_gemma":[0.9960038,0.0002331992,0.0002513415,0.0001892711,0.00006389395,0.00008619553,0.002948501,0.000004668057,0.0002191767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003542611,"threshold_uncertainty_score":0.007491231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290601942908478,"score_gpt":0.3098436945174564,"score_spread":0.2869376750883716,"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."}}