{"id":"W4321003683","doi":"10.1210/clinem/dgad085","title":"Longitudinal Profiling of Endogenous Steroids in Blood Using the Athlete Biological Passport Approach","year":2023,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Anti-Doping Agency","funders":"World Anti-Doping Agency","keywords":"Transdermal; Medicine; Urine; Context (archaeology); Testosterone (patch); Internal medicine; Physiology; Endocrinology; Pharmacology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00161573,0.0003758554,0.0004709548,0.00097508,0.0002900079,0.0004262266,0.0002424503,0.0004991462,0.001053554],"category_scores_gemma":[0.001547989,0.0001793815,0.0002988994,0.0006484322,0.0002959368,0.0001905292,0.0003330218,0.0003619097,0.0004417872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001487274,"about_ca_system_score_gemma":0.0003259727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008917752,"about_ca_topic_score_gemma":0.001591718,"domain_scores_codex":[0.9990321,0.0004216065,0.0000436615,0.0002272125,0.0002357021,0.00003967528],"domain_scores_gemma":[0.9988832,0.0002396125,0.0003344182,0.0001304846,0.0003034968,0.0001087842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006098917,0.001153852,0.7267189,0.0004376191,0.0007129881,0.0002359163,0.0004374165,0.001406765,0.1852662,0.0002008817,0.0009140632,0.07641659],"study_design_scores_gemma":[0.0001083265,0.01163779,0.928057,0.00003495584,0.0005019894,0.001653821,0.0001963881,0.004822777,0.04848228,0.0002255024,0.004231003,0.00004810491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728569,0.002435804,0.02033061,0.0001018944,0.0000475296,0.0003123976,0.001557601,0.0002082748,0.002148949],"genre_scores_gemma":[0.9837152,0.001022959,0.01190285,0.0001842729,0.00008099602,0.0003283801,0.001196731,0.00001980026,0.001548796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00161573,"threshold_uncertainty_score":0.008544922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2779237628442753,"score_gpt":0.4068614648834564,"score_spread":0.1289377020391811,"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."}}