{"id":"W2595960321","doi":"","title":"National Institutes of Health Consensus Development Project on Criteria for Clinical Trials in Chronic Graft-Versus-Host Disease: III. The 2014 Biomarker Working Group Report","year":2015,"lang":"en","type":"article","venue":"PMC","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Graft-versus-host disease; Biomarker; Clinical trial; Intensive care medicine; Disease; Hematopoietic stem cell transplantation; Transplantation; 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":[],"consensus_categories":[],"category_scores_codex":[0.01536954,0.0001212887,0.0005435374,0.0001261261,0.00005318208,0.00001117484,0.00006705372,0.00006639618,0.00001210138],"category_scores_gemma":[0.003865198,0.00008273277,0.0001107611,0.0001476238,0.0000969553,0.00002107873,0.00001324255,0.00009575118,0.00000680144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003484253,"about_ca_system_score_gemma":0.003966508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000505107,"about_ca_topic_score_gemma":0.00007094453,"domain_scores_codex":[0.9969118,0.0005631967,0.001600773,0.0002689562,0.0004607758,0.0001945154],"domain_scores_gemma":[0.9965884,0.00246243,0.0004958482,0.0001875873,0.000154177,0.0001115379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1070346,0.005365012,0.4635904,0.01017384,0.002887025,0.001077913,0.01457242,0.00007742972,0.003874033,0.01306871,0.2748175,0.1034611],"study_design_scores_gemma":[0.05313649,0.001624733,0.7382671,0.006162451,0.0003887735,0.0001910515,0.000950368,0.00140236,0.001617957,0.0004112184,0.1952496,0.000597879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712145,0.003387026,0.003264812,0.008583063,0.004007767,0.007225539,0.00005974556,0.00008811017,0.00216941],"genre_scores_gemma":[0.9952555,0.0001228198,0.003651096,0.0001692581,0.0002622851,0.0002109161,0.000234709,0.00001607443,0.00007738222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2746767,"threshold_uncertainty_score":0.7036416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4648173951848621,"score_gpt":0.5144359734343379,"score_spread":0.04961857824947574,"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."}}