{"id":"W3171146477","doi":"10.1038/s41598-021-91792-1","title":"A genome-wide portrait of pervasive drug contaminants","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Polyamine Metabolism and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; Genome British Columbia; University of British Columbia","funders":"University of British Columbia; Canada Research Chairs; National Aeronautics and Space Administration","keywords":"Biochemistry; Toxicogenomics; Arginine; Chemistry; Biology; Metabolic pathway; Gene; Genetics; Amino acid","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":[0.0001607598,0.0002778359,0.0004128768,0.0008407523,0.0002053937,0.0005389811,0.0001693113,0.0003642359,0.00103571],"category_scores_gemma":[0.000249124,0.0001625297,0.0004243447,0.001382601,0.0001147016,0.0001452634,0.0003555591,0.0003738835,0.0004110352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599893,"about_ca_system_score_gemma":0.0001624869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295942,"about_ca_topic_score_gemma":0.002461523,"domain_scores_codex":[0.9998434,0.000008738716,0.000007864772,0.00007655521,0.00004155235,0.00002180423],"domain_scores_gemma":[0.9997388,0.00006462743,0.00008361489,0.00002833143,0.00004247876,0.0000422411],"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":[0.0001903863,0.00001754681,0.03248424,0.0001788934,0.0001262088,0.0003775143,0.00009625379,0.0004200714,0.9578131,0.0001191037,0.0003530718,0.007823635],"study_design_scores_gemma":[0.00001632175,0.0002072695,0.9287055,0.00002472888,0.0001900248,0.001879231,0.0002491414,0.002110025,0.05195342,0.0003108571,0.01432702,0.00002649323],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635682,0.003532724,0.0046353,0.0001631931,0.00001310863,0.00003103799,0.02628077,0.0002390391,0.001536734],"genre_scores_gemma":[0.9366698,0.002990607,0.008342998,0.0002700892,0.00001910819,0.0000654149,0.04939378,0.0001167103,0.002131451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001295942,"threshold_uncertainty_score":0.003464818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007461987189158097,"score_gpt":0.236123169278961,"score_spread":0.2286611820898029,"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."}}