{"id":"W1982914579","doi":"10.1182/blood-2007-08-106286","title":"Biomarkers in newly diagnosed pediatric-extensive chronic graft-versus-host disease: a report from the Children's Oncology Group","year":2007,"lang":"en","type":"article","venue":"Blood","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"National Cancer Institute","keywords":"Medicine; Graft-versus-host disease; Internal medicine; Biomarker; Oncology; Transplantation; Concomitant; Immunology; Cancer; Gastroenterology","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":[0.0009033965,0.0003735487,0.0004539486,0.0008896125,0.0002599994,0.0007160651,0.000196258,0.0004161752,0.0001854594],"category_scores_gemma":[0.003082884,0.0001412669,0.0002724672,0.001112841,0.0003977644,0.0002572474,0.0002725384,0.0004123283,0.00007498203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004538954,"about_ca_system_score_gemma":0.0004876944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003266117,"about_ca_topic_score_gemma":0.001881589,"domain_scores_codex":[0.999316,0.0001543917,0.0001038032,0.0001642451,0.0001755301,0.00008621594],"domain_scores_gemma":[0.9976189,0.001094885,0.0005704284,0.00009309911,0.0004623785,0.0001603164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004299768,0.00004164514,0.9496954,0.0002217589,0.0001554731,0.002726743,0.0002389921,0.0002559706,0.002825772,0.00007998395,0.001512802,0.04181561],"study_design_scores_gemma":[0.00005950327,0.0006643242,0.9506367,0.0001493797,0.0004694345,0.02565397,0.0003681611,0.0006130157,0.008487986,0.00007708569,0.01279025,0.00003008855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9551865,0.0415743,0.0009288905,0.0004919209,0.00007300544,0.00003986304,0.0004726599,0.00004099849,0.001191877],"genre_scores_gemma":[0.9899378,0.007984541,0.001043073,0.0003386755,0.00008980621,0.00003234865,0.0004440986,0.000009311241,0.0001203215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003266117,"threshold_uncertainty_score":0.006494224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199661141710039,"score_gpt":0.2735584062938819,"score_spread":0.2615617948767815,"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."}}