{"id":"W4296163195","doi":"10.1002/dta.3370","title":"EPO and the athlete biological passport: Hematological results from a placebo‐controlled, boosting and microdose EPO administration in male recreational athletes","year":2022,"lang":"en","type":"article","venue":"Drug Testing and Analysis","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Anti-Doping Agency; Partnership for Clean Competition","keywords":"MicroDose; Athletes; Placebo; Medicine; Boosting (machine learning); Recreation; Recreational Drug; Physical therapy; Pharmacology; Alternative medicine; Biology; Pathology; Computer science","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":[0.0009223525,0.0001398197,0.0003509885,0.00006673113,0.0003585628,0.00005730172,0.00007975053,0.00006338768,0.00001510371],"category_scores_gemma":[0.001481471,0.00009631854,0.00007904372,0.0002244693,0.0001665008,0.000004376388,0.0001755538,0.0001467579,3.577416e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006545392,"about_ca_system_score_gemma":0.00003082933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002642695,"about_ca_topic_score_gemma":0.0001702119,"domain_scores_codex":[0.9986173,0.0002788967,0.0003675416,0.0004660198,0.0001049215,0.0001653115],"domain_scores_gemma":[0.9988043,0.0007805834,0.0001784593,0.0001446364,0.00003277805,0.00005923145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00723585,0.0002004535,0.9002387,0.00001767006,0.0009716715,0.0001541131,0.000875729,0.0005405671,0.08400473,0.0004353114,0.0002854866,0.0050397],"study_design_scores_gemma":[0.08642159,0.001660206,0.7670717,0.0002161003,0.004326962,0.001034708,0.006628424,0.1097786,0.008021248,0.0050472,0.007075312,0.002717996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961248,0.002447484,0.00004683006,0.0007620574,0.00001090571,0.0001686388,0.0001034763,0.00001080349,0.0003249716],"genre_scores_gemma":[0.9969454,0.0002069425,0.001901278,0.0001952089,0.000061673,0.00006320891,0.0004083422,0.000005082738,0.0002128874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.133167,"threshold_uncertainty_score":0.3927756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911719633345552,"score_gpt":0.2439970431724467,"score_spread":0.2248798468389912,"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."}}