{"id":"W2909206550","doi":"10.1002/dta.2569","title":"Detection of ESAs in equine urine and blood by SAR‐PAGE","year":2019,"lang":"en","type":"article","venue":"Drug Testing and Analysis","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Anti-Doping Agency","keywords":"Erythropoietin; Urine; Chromatography; Chemistry; Erythropoiesis; Medicine; Internal medicine; Biochemistry; Anemia","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":[0.0001425302,0.00008297937,0.0002915442,0.0001609881,0.0000234495,0.000006637993,0.00001518834,0.00002831198,0.00002591256],"category_scores_gemma":[0.00009708444,0.00006611322,0.0000441967,0.0005212446,0.00003236186,0.00002034443,0.00002113005,0.00006854082,0.000001631893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009593,"about_ca_system_score_gemma":0.00000705659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008051401,"about_ca_topic_score_gemma":0.00004765453,"domain_scores_codex":[0.9994386,0.00001839445,0.0001698013,0.0001829684,0.00008842206,0.0001018526],"domain_scores_gemma":[0.99962,0.0001223187,0.00006436971,0.0001120628,0.00002932565,0.00005188379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001206555,0.000143609,0.865629,0.0000962144,0.0002236379,0.0000113093,0.0001417332,0.00001063013,0.1262364,0.000001945707,0.00001153034,0.007481912],"study_design_scores_gemma":[0.01283437,0.002103433,0.7265509,0.0008939854,0.01126821,0.0001596036,0.002001779,0.04651214,0.1965347,0.0001656023,0.0003267929,0.0006484833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978924,0.001013889,0.00001270291,0.0002258183,0.000007172972,0.00006605431,0.000004391654,0.00002028776,0.0007572424],"genre_scores_gemma":[0.9976816,0.000106003,0.001066907,0.00002764393,0.00001415028,0.000001414778,0.0000155195,0.000005857281,0.001080889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1390781,"threshold_uncertainty_score":0.2696019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009350550458534173,"score_gpt":0.2422276011045649,"score_spread":0.2328770506460307,"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."}}