{"id":"W2512554751","doi":"10.1002/dta.2048","title":"Doping control container for urine stabilization: a pilot study","year":2016,"lang":"en","type":"article","venue":"Drug Testing and Analysis","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Anti-Doping Agency","keywords":"Container (type theory); Urine; Doping; Chemistry; Computer science; Engineering; Materials science; Optoelectronics; Mechanical engineering; Biochemistry","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":[0.000399765,0.0001021655,0.0002841695,0.0002693911,0.0001411598,0.00002389387,0.00003095741,0.000008358207,0.00004055951],"category_scores_gemma":[0.0007746592,0.00006655171,0.00006045209,0.0005932844,0.00002573967,0.00006073875,0.00002147092,0.00003242609,0.000003039257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003999277,"about_ca_system_score_gemma":0.00001546265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001412543,"about_ca_topic_score_gemma":0.00006446592,"domain_scores_codex":[0.9992278,0.0000398249,0.0002261426,0.0002470717,0.0001129478,0.0001461675],"domain_scores_gemma":[0.9988003,0.0006536455,0.00008388453,0.0002088122,0.000184758,0.00006856876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008809097,0.001606887,0.9923176,0.0000379363,0.001245722,0.000009441446,0.00006947051,0.000150879,0.0004791935,0.00007208169,0.00006688372,0.003855769],"study_design_scores_gemma":[0.01263225,0.00983727,0.9363734,0.0001562409,0.01425505,0.00001826905,0.0006885009,0.02422384,0.00007942985,0.0002131457,0.001169465,0.000353103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9465681,0.00005285302,0.05033471,0.001571162,0.00002584694,0.0006605916,0.000008898981,0.0001406786,0.0006371903],"genre_scores_gemma":[0.9967674,0.000003785194,0.001301127,0.0001311178,0.00009213435,0.0001109988,0.000005837694,0.00001133714,0.001576268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05594421,"threshold_uncertainty_score":0.27139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03823101133210197,"score_gpt":0.2923554935835006,"score_spread":0.2541244822513986,"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."}}