{"id":"W2786878597","doi":"10.1038/s41409-018-0092-x","title":"Biomarkers in chronic graft-versus-host disease: quo vadis?","year":2018,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases; National Heart, Lung, and Blood Institute","keywords":"Medicine; Biomarker; Graft-versus-host disease; Clinical trial; Disease; Hematopoietic stem cell transplantation; Immunology; Internal medicine; Oncology","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":[0.0002933027,0.0002577663,0.0003058158,0.0003478969,0.00009115523,0.00002640989,0.00008871608,0.0001358078,0.000470151],"category_scores_gemma":[0.0000230661,0.0002608206,0.0001143559,0.000513525,0.0001685111,0.0002097711,0.000004818882,0.0001516877,0.0003205613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003150273,"about_ca_system_score_gemma":0.0003149818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001624188,"about_ca_topic_score_gemma":0.0009837348,"domain_scores_codex":[0.9980506,0.00009109999,0.0005072896,0.0004699844,0.0004542824,0.0004267466],"domain_scores_gemma":[0.9991164,0.0001303774,0.00008924171,0.0003149992,0.00008434475,0.000264702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.04732728,0.0009380447,0.1564639,0.010545,0.0008383208,0.004317459,0.008957226,0.00007115591,0.7542343,0.004525267,0.001719629,0.01006243],"study_design_scores_gemma":[0.02925727,0.001330112,0.8908241,0.002609369,0.001451841,0.0003935117,0.0003542906,0.003296243,0.0666484,0.0002382271,0.00259835,0.0009983133],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830522,0.0006188481,0.004371972,0.001157286,0.0006575942,0.001131926,0.0001183036,0.0002076687,0.008684209],"genre_scores_gemma":[0.9971173,0.0006287799,0.0008351339,0.0001356584,0.0002479514,0.00007601964,0.0006740881,0.00004852758,0.0002365255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7343602,"threshold_uncertainty_score":0.9999844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904020300925947,"score_gpt":0.2797422133561895,"score_spread":0.2607020103469301,"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."}}