{"id":"W4283388489","doi":"10.1002/dta.3338","title":"Analysis of dried blood spots is a feasible alternative for detecting ephedrine in doping control","year":2022,"lang":"en","type":"article","venue":"Drug Testing and Analysis","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Olympic Committee; World Anti-Doping Agency; Division of Mathematical Sciences; Anti Doping Danmark","keywords":"Ephedrine; Dried blood; Spots; Chromatography; Medicine; Chemistry; Pharmacology; Pathology","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":[0.000976998,0.0005797957,0.0005351887,0.0008973026,0.0004331469,0.0006038607,0.0003672332,0.0006675928,0.001768294],"category_scores_gemma":[0.001447742,0.000275102,0.0002368224,0.0006452251,0.0006690986,0.0002829315,0.0002390009,0.0003754391,0.0005195932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356706,"about_ca_system_score_gemma":0.0002924201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008501289,"about_ca_topic_score_gemma":0.002218679,"domain_scores_codex":[0.9985337,0.0005780852,0.00008539069,0.0002713742,0.0004650865,0.00006643628],"domain_scores_gemma":[0.9994011,0.0002371481,0.0001221471,0.00006784078,0.0001397861,0.00003208088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001678202,0.000266187,0.05202072,0.0004783262,0.0001770327,0.0009063719,0.0006051034,0.000188969,0.8321701,0.0004569222,0.0008615366,0.1101904],"study_design_scores_gemma":[0.00006120774,0.003800796,0.2443016,0.0002046293,0.0003809308,0.008099752,0.000917246,0.002874191,0.7164407,0.001273673,0.02154472,0.0001006054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8912969,0.02170723,0.07477775,0.0009473071,0.0005174056,0.0003730928,0.001448134,0.0004012302,0.008530999],"genre_scores_gemma":[0.9140378,0.007401431,0.07195052,0.0007290558,0.0002945935,0.0001748663,0.0004287828,0.00006140176,0.004921617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001768294,"threshold_uncertainty_score":0.005915523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03125623800882135,"score_gpt":0.2938464147297112,"score_spread":0.2625901767208899,"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."}}