{"id":"W4310462913","doi":"10.1002/dta.3411","title":"Towards a robust test to detect gene doping for anabolic enhancement in human athletes","year":2022,"lang":"en","type":"article","venue":"Drug Testing and Analysis","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Anti-Doping Agency","keywords":"Transgene; Gene; Polymerase chain reaction; Anabolism; Real-time polymerase chain reaction; Biology; Computational biology; Medicine; Genetics; Endocrinology","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":[0.01076711,0.001192928,0.0009154179,0.002318916,0.0005560457,0.001685933,0.00154958,0.003441367,0.001468457],"category_scores_gemma":[0.007768824,0.0007810452,0.0006761634,0.000775432,0.002279916,0.0008598869,0.001049771,0.001919531,0.001888067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005929917,"about_ca_system_score_gemma":0.001457345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008453493,"about_ca_topic_score_gemma":0.00127493,"domain_scores_codex":[0.9868271,0.005272047,0.0005725427,0.002224529,0.00475318,0.0003505128],"domain_scores_gemma":[0.9959735,0.001314926,0.0006571437,0.0003668661,0.001485214,0.0002022869],"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":[0.0002342935,0.0002293055,0.008463872,0.0003332806,0.00006558681,0.00009519673,0.000238905,0.0005457799,0.9356797,0.001332947,0.0007245229,0.05205657],"study_design_scores_gemma":[0.00007403162,0.003202674,0.01516082,0.0002436892,0.000208928,0.001256599,0.0002294057,0.007351076,0.9504101,0.002057267,0.01970033,0.0001052024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.092554,0.006400341,0.8893281,0.001367067,0.000610309,0.001607086,0.0008647685,0.002130393,0.005137946],"genre_scores_gemma":[0.242334,0.003268318,0.7388147,0.002231679,0.0002703094,0.002282337,0.001485998,0.0002782285,0.009034483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01076711,"threshold_uncertainty_score":0.05694258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03118519817406819,"score_gpt":0.3107722817726742,"score_spread":0.2795870835986061,"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."}}