{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005831327,0.0002223551,0.0003502765,0.000135694,0.0000733996,0.00001409006,0.0001507735,0.000169405,0.0001073297],"category_scores_gemma":[0.0004319983,0.0001717744,0.0001387026,0.0004408517,0.00009727578,0.00006122753,0.00003120101,0.0002731109,0.00006266087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001785793,"about_ca_system_score_gemma":0.000415515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008787324,"about_ca_topic_score_gemma":0.001220361,"domain_scores_codex":[0.9979877,0.00009645749,0.0005713172,0.0004907011,0.0004023778,0.0004514862],"domain_scores_gemma":[0.997541,0.001371452,0.0001976151,0.0005431635,0.00007423293,0.0002725194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00120836,0.0009807263,0.9772365,0.00006898388,0.0003987531,0.01563429,0.0006336145,0.00000131076,0.001779206,0.00004588865,0.0008323285,0.001180006],"study_design_scores_gemma":[0.01642453,0.0003159709,0.9797503,0.00009941592,0.001336153,0.0003436614,0.0002423723,0.000006121381,0.0005970555,0.00002660792,0.0006725505,0.0001853052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926267,0.003195663,0.0002731454,0.001182387,0.0004721323,0.001104962,0.0000476412,0.00008495372,0.0010124],"genre_scores_gemma":[0.9967633,0.000745151,0.0006042195,0.0003385532,0.0009548847,0.00005141971,0.0004767884,0.00003916554,0.00002644006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01529063,"threshold_uncertainty_score":0.7004756,"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."}}