{"id":"W3147234955","doi":"10.1002/dta.3040","title":"Longitudinal evaluation of multiple biomarkers for the detection of testosterone gel administration in women with normal menstrual cycle","year":2021,"lang":"en","type":"article","venue":"Drug Testing and Analysis","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Anti-Doping Agency","keywords":"Epitestosterone; Menstrual cycle; Testosterone (patch); Endocrinology; Internal medicine; Urine; Urinary system; Androstenedione; Medicine; Hormone; Chemistry; Androgen; Physiology","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":[0.0006927763,0.00005464337,0.0001923832,0.00008832767,0.0000651687,0.000003969892,0.00001338588,0.00001325933,0.000001967312],"category_scores_gemma":[0.0009374429,0.00003390254,0.00003106353,0.0006568508,0.00007582835,0.00002900977,0.00001174455,0.00003358963,3.67239e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000252045,"about_ca_system_score_gemma":0.00006142101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001759177,"about_ca_topic_score_gemma":0.0005593845,"domain_scores_codex":[0.9993676,0.00003870431,0.0001727957,0.0001527649,0.000191393,0.00007677422],"domain_scores_gemma":[0.9990119,0.0003009991,0.0001061513,0.00008784502,0.0004751013,0.00001797504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004523389,0.0001288346,0.8424946,0.00008507797,0.001223592,0.000001776632,0.001067502,0.001379478,0.06619611,8.588314e-7,5.979637e-7,0.08696924],"study_design_scores_gemma":[0.0008702711,0.0002206074,0.9122528,0.00003679123,0.001490381,0.000007537602,0.004090535,0.05669354,0.02427735,0.00002072513,9.93801e-7,0.00003848596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986755,0.0004494682,0.0005014393,0.0001701163,0.000008147171,0.0001284336,0.00000712091,0.000004312755,0.00005544441],"genre_scores_gemma":[0.9989414,0.000008839718,0.0009693863,0.000002930854,0.0000234317,0.00003088757,0.000006918512,0.000002847284,0.00001337846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08693075,"threshold_uncertainty_score":0.1382505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03954258357550766,"score_gpt":0.2938995899486603,"score_spread":0.2543570063731526,"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."}}