{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002243254,0.0001808925,0.0005816405,0.0002875897,0.0003796587,0.00003878073,0.0001129581,0.00005897825,0.00004918671],"category_scores_gemma":[0.0003198789,0.0001443705,0.0002685017,0.0003706487,0.0001804329,0.00003913919,0.00002690662,0.00008286165,0.000003286536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001840113,"about_ca_system_score_gemma":0.00003700528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002552046,"about_ca_topic_score_gemma":0.0002887173,"domain_scores_codex":[0.9988894,0.00003747798,0.0003052249,0.0003648242,0.0001780172,0.0002249969],"domain_scores_gemma":[0.9989454,0.0001364086,0.000142252,0.0005065071,0.00008410111,0.0001853858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001867404,0.0003223174,0.6808244,0.0002871107,0.004825917,0.0001216621,0.001489782,0.00003382491,0.1861235,0.000006760829,0.0002424418,0.1255356],"study_design_scores_gemma":[0.004363298,0.0007943615,0.8641501,0.0005760438,0.02259248,0.0001206538,0.0008253885,0.003506018,0.1023833,0.0001149144,0.0001077641,0.0004657062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958206,0.0003416507,0.000288289,0.002188712,0.00004483609,0.0001628173,0.00002141333,0.00006970399,0.001061972],"genre_scores_gemma":[0.9810504,0.0001471523,0.01839748,0.0000621698,0.00004004492,0.000008687543,0.00001013217,0.00001489328,0.0002689964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1833257,"threshold_uncertainty_score":0.5887256,"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."}}