{"id":"W2161640233","doi":"10.1586/ehm.11.27","title":"Biomarkers in chronic graft-versus-host disease","year":2011,"lang":"en","type":"review","venue":"Expert Review of Hematology","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"National Cancer Institute","keywords":"Medicine; Disease; Hematopoietic stem cell transplantation; Graft-versus-host disease; Pathophysiology; Immunology; Intensive care medicine; Bioinformatics; Immune system; Transplantation; Pathology; Internal medicine; Biology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004577378,0.0006128988,0.005094004,0.0004167791,0.00002100156,0.000002793804,0.0003338244,0.0003897026,0.001389435],"category_scores_gemma":[0.0002724102,0.0004641941,0.001011514,0.0005693203,0.0002125363,0.00004950568,0.00005802612,0.0003526716,0.0003778057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003276492,"about_ca_system_score_gemma":0.001440371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000376206,"about_ca_topic_score_gemma":0.00001297198,"domain_scores_codex":[0.9961851,0.0004239695,0.001986736,0.000668192,0.0002689915,0.0004670053],"domain_scores_gemma":[0.9974936,0.0004116029,0.0006876792,0.001033345,0.00008131584,0.0002924688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008355713,0.0001426003,0.0000153487,0.8213872,0.0004612346,0.0005337538,0.00006152454,1.406584e-9,0.000001433945,0.001693292,0.002782933,0.1728372],"study_design_scores_gemma":[0.0006374626,0.00009010221,0.000004419671,0.3745155,0.001135938,0.0005057213,0.000005510836,4.75294e-7,0.000007529919,0.000004840959,0.6228631,0.0002293537],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001085457,0.9936137,0.00003258097,0.0001595641,0.0005548046,0.002816732,0.00002611073,0.00004603947,0.002749335],"genre_scores_gemma":[0.000004719916,0.9979929,0.0005465182,0.0002071317,0.00008991476,0.0006341416,0.0003788289,0.00009094832,0.00005487608],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6200802,"threshold_uncertainty_score":0.999781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05880769473109391,"score_gpt":0.3888182810522839,"score_spread":0.33001058632119,"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."}}