{"id":"W4401888585","doi":"10.1038/s41409-024-02393-1","title":"Gastrointestinal involvement refines prognosis in minnesota standard risk acute graft-vs.-host disease","year":2024,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Internal medicine; Single Center; Gastroenterology; Multivariate analysis; Clinical trial; Retrospective cohort study; Risk stratification; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004520143,0.0003201576,0.000383234,0.0004200275,0.00007672858,0.00008109419,0.00007663944,0.00006174337,0.0001757083],"category_scores_gemma":[0.0000278444,0.0002947559,0.0001581399,0.0005374155,0.00007143566,0.0002654869,0.000006773195,0.0003004024,0.00008104066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001657087,"about_ca_system_score_gemma":0.0002389127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001713648,"about_ca_topic_score_gemma":0.0003295962,"domain_scores_codex":[0.9975971,0.0001126531,0.000667943,0.0005846043,0.0006300046,0.0004076791],"domain_scores_gemma":[0.9991801,0.0001601136,0.00008315907,0.0002160697,0.00009482668,0.0002657015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01619533,0.0007146584,0.8482853,0.01665592,0.0003603347,0.02883682,0.004927809,0.0001130883,0.07524814,0.001714763,0.001550271,0.005397539],"study_design_scores_gemma":[0.008384549,0.001594282,0.9339756,0.01150299,0.004141775,0.004128877,0.000320335,0.004758928,0.02826037,0.0005725164,0.001458763,0.0009010495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822777,0.0006310284,0.01006751,0.003291157,0.0002439712,0.001383388,0.001245219,0.0003212134,0.0005387954],"genre_scores_gemma":[0.9897434,0.001879483,0.006174546,0.0001330594,0.0001021556,0.0002717894,0.001333534,0.00006460076,0.0002974329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08569025,"threshold_uncertainty_score":0.9999505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01342875809021246,"score_gpt":0.2613653945891699,"score_spread":0.2479366364989574,"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."}}