{"id":"W4214635433","doi":"10.3389/fmolb.2022.827638","title":"Human Sulfotransferase Assays With PAPS Production in situ","year":2022,"lang":"en","type":"article","venue":"Frontiers in Molecular Biosciences","topic":"Ion Transport and Channel Regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Freie Universität Berlin; World Anti-Doping Agency; Deutsche Forschungsgemeinschaft","keywords":"Sulfotransferase; Chemistry; Yeast; Biotransformation; Recombinant DNA; Cofactor; Sulfate; Biochemistry; Enzyme; Metabolism; Organic chemistry; Gene","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":[0.0003689085,0.0001151123,0.0001078835,0.0001910237,0.000157987,0.00001601099,0.0002126268,0.00004929706,0.00001027116],"category_scores_gemma":[0.000007394171,0.0001093216,0.00003759109,0.000523679,0.0001418879,0.000009200679,0.00002804562,0.0001138649,2.3358e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003681696,"about_ca_system_score_gemma":0.00006556234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003369532,"about_ca_topic_score_gemma":0.0002393352,"domain_scores_codex":[0.9987839,0.00008797219,0.0001655586,0.0004404025,0.0002875136,0.000234695],"domain_scores_gemma":[0.999724,6.504768e-7,0.00003967953,0.000179424,0.00002075775,0.00003553138],"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":[0.00007060284,0.0001144323,0.04614699,0.000008879035,0.0000067498,0.00003617817,0.0001711501,0.005965869,0.9460592,0.00006597351,0.0004523299,0.0009016765],"study_design_scores_gemma":[0.001030411,0.0007442612,0.0542763,0.00001513074,0.00001226842,0.00002133305,0.002068187,0.0001425607,0.9366379,0.0006015481,0.004001369,0.0004487575],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922175,0.0003222948,0.005924497,0.0003296295,0.0004132747,0.0002353141,0.000004615299,0.000008892442,0.0005439641],"genre_scores_gemma":[0.9980822,0.00001766483,0.001359041,0.0001083967,0.00003456158,0.00006470047,0.00009730605,0.00001075155,0.000225333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009421295,"threshold_uncertainty_score":0.4458006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005103120235532511,"score_gpt":0.208988279874355,"score_spread":0.2038851596388225,"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."}}