{"id":"W2902267135","doi":"10.1182/blood-2018-99-119926","title":"Early Prediction of Moderate-Severe Chronic GvHD By Immunity Related Transcriptome","year":2018,"lang":"en","type":"article","venue":"Blood","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Medicine; Graft-versus-host disease; Internal medicine; Cohort; Peripheral blood mononuclear cell; Immunology; Hematopoietic stem cell transplantation; Transcriptome; Transplantation; Oncology; Gastroenterology; Gene expression; Gene; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001176005,0.0001334941,0.000212465,0.0002664217,0.0001207209,0.0003059938,0.00007836739,0.0001543635,0.001473387],"category_scores_gemma":[0.0001839957,0.00006101036,0.0001230358,0.0003016229,0.0001167168,0.0001013729,0.0001666029,0.000186516,0.0002798754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009404199,"about_ca_system_score_gemma":0.00009975646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001881986,"about_ca_topic_score_gemma":0.000256075,"domain_scores_codex":[0.9999217,0.0000116257,0.000006237339,0.00002608819,0.00001469241,0.00001969634],"domain_scores_gemma":[0.9998728,0.00002800352,0.00005069689,0.000008516954,0.0000170772,0.000022916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001451075,0.0001341189,0.5329146,0.0001419817,0.00006612435,0.0003312649,0.00014575,0.0003246227,0.4483255,0.00007933832,0.0003289574,0.0157567],"study_design_scores_gemma":[0.000008715194,0.0003491319,0.9807027,0.00001301685,0.00004414163,0.0006033247,0.0001287011,0.00081793,0.01638086,0.00008176856,0.0008647545,0.000004883711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979278,0.0004066618,0.000543332,0.00002214481,0.000005463712,0.000007597601,0.0007348403,0.000008375738,0.0003438511],"genre_scores_gemma":[0.9977527,0.0001988031,0.0005095897,0.00002468443,0.000008537831,0.00001369284,0.001104129,0.000003054957,0.0003847845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001473387,"threshold_uncertainty_score":0.004929006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292631584442509,"score_gpt":0.2328990712943119,"score_spread":0.2199727554498868,"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."}}