{"id":"W4389489734","doi":"10.1182/hematology.2023000425","title":"Planning GvHD preemptive therapy: risk factors, biomarkers, and prognostic scores","year":2023,"lang":"en","type":"article","venue":"Hematology","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Graft-versus-host disease; Hematopoietic cell; Hematopoietic stem cell transplantation; Biomarker; Intensive care medicine; Disease; Clinical trial; Oncology; Transplantation; Immunology; Internal medicine; Haematopoiesis; Stem cell","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":[0.005352674,0.001122544,0.001080156,0.001821811,0.0003817244,0.002604508,0.0007707517,0.00066138,0.001635619],"category_scores_gemma":[0.008958709,0.0002833277,0.0006188431,0.001558232,0.0004409222,0.001656403,0.0008644901,0.00166134,0.0005845067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009234736,"about_ca_system_score_gemma":0.001676228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001293237,"about_ca_topic_score_gemma":0.002091135,"domain_scores_codex":[0.9987203,0.0007157462,0.0001426783,0.00009768677,0.0002589364,0.00006469645],"domain_scores_gemma":[0.9975377,0.0009857392,0.0006705813,0.0001000968,0.0004601183,0.0002457956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008404089,0.0004793113,0.462858,0.0004093817,0.00032495,0.0001344956,0.00009085341,0.004792791,0.0007182249,0.002210556,0.01049675,0.5166443],"study_design_scores_gemma":[0.000680515,0.004621006,0.7321112,0.004341973,0.001842259,0.003147906,0.001507962,0.146521,0.004967603,0.04480459,0.05514798,0.0003059851],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6166736,0.1717224,0.1335918,0.0473177,0.00128761,0.001131133,0.002454982,0.000946981,0.02487382],"genre_scores_gemma":[0.9007754,0.02645113,0.06730264,0.001168922,0.0009788511,0.0002408469,0.001829706,0.00005078791,0.001201548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005352674,"threshold_uncertainty_score":0.02830797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04071645125391235,"score_gpt":0.3058835407236412,"score_spread":0.2651670894697289,"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."}}