{"id":"W2748004808","doi":"10.1007/s40279-017-0765-4","title":"Doping in Two Elite Athletics Competitions Assessed by Randomized-Response Surveys","year":2017,"lang":"en","type":"article","venue":"Sports Medicine","topic":"Doping in Sports","field":"Social Sciences","cited_by":201,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"World Anti-Doping Agency","keywords":"Sports medicine; Physical therapy; Randomized controlled trial; Elite; Medicine; Psychology; Internal medicine; Political 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02039802,0.000181702,0.0007046792,0.0001630013,0.0008354742,0.00008817011,0.0004936334,0.00008693899,0.001093137],"category_scores_gemma":[0.005659046,0.0001597356,0.00008313474,0.0001898493,0.001994047,0.0002590388,0.0000651891,0.0002520386,0.00001940098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324433,"about_ca_system_score_gemma":0.0002720289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01503552,"about_ca_topic_score_gemma":0.003632866,"domain_scores_codex":[0.996605,0.001100071,0.0005988222,0.0003430225,0.0008731593,0.0004798955],"domain_scores_gemma":[0.9974218,0.001069507,0.0004635426,0.0006757706,0.0001517108,0.0002176899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008196781,0.0005317919,0.8437306,0.0001042523,0.00007867269,0.001412342,0.03213811,0.00006997421,0.0007897599,0.058589,0.02440073,0.02995794],"study_design_scores_gemma":[0.07628353,0.0000359762,0.7601765,0.002194461,0.00009543591,0.000007510911,0.002848971,0.00009001145,0.00003524042,0.005279719,0.1523674,0.0005852418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8326736,0.0008848156,0.001945482,0.02805986,0.003328643,0.001167103,0.00001395125,0.000193964,0.1317326],"genre_scores_gemma":[0.9931746,0.0009221339,0.0002337785,0.0004373512,0.0004612678,0.00003074949,0.00003715843,0.00002144068,0.004681491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.160501,"threshold_uncertainty_score":0.99982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02736809731042069,"score_gpt":0.3826238387536868,"score_spread":0.3552557414432661,"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."}}