{"id":"W2724305748","doi":"10.1002/dta.2240","title":"Transcriptomic biomarkers of altered erythropoiesis to detect autologous blood transfusion","year":2017,"lang":"en","type":"article","venue":"Drug Testing and Analysis","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Anti-Doping Agency","keywords":"Reticulocyte; Erythropoiesis; Transcriptome; Gene; Bone marrow; Biology; Candidate gene; Gene expression; Molecular biology; Andrology; Immunology; Messenger RNA; Medicine; Anemia; Genetics; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002484008,0.0002055252,0.0002498747,0.0007883861,0.0001317182,0.0003647562,0.0001059423,0.0002708503,0.001026264],"category_scores_gemma":[0.0003827058,0.0000882217,0.0001782878,0.0005838026,0.0001492594,0.0001130109,0.0001496304,0.0002623023,0.0002277089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001592269,"about_ca_system_score_gemma":0.0001687937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003445141,"about_ca_topic_score_gemma":0.0005528184,"domain_scores_codex":[0.9998401,0.00003522571,0.0000129623,0.00004635007,0.00003864127,0.00002662293],"domain_scores_gemma":[0.9997603,0.00006204332,0.00009165368,0.00001256685,0.00005264915,0.00002076756],"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":[0.0007665788,0.0001137802,0.09321857,0.000205942,0.0001039865,0.000246504,0.0001666144,0.0003185205,0.8883978,0.0001874281,0.000443834,0.01583047],"study_design_scores_gemma":[0.00003597992,0.0008277016,0.8579271,0.00005682005,0.0002150051,0.001022715,0.0005276414,0.004682557,0.1290066,0.0006479645,0.005023878,0.00002604473],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892076,0.002461288,0.00359946,0.0001717301,0.00004939369,0.0000628944,0.002904261,0.00006247122,0.001480998],"genre_scores_gemma":[0.9918827,0.0008433611,0.003891482,0.0001605403,0.00003243982,0.0001111462,0.001742215,0.0000105831,0.001325441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001026264,"threshold_uncertainty_score":0.003433228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236014148531288,"score_gpt":0.280885037331381,"score_spread":0.2585248958460681,"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."}}