{"id":"W2082404292","doi":"10.1038/ja.2008.55","title":"Generation of New Benanomicin Analogues by Biotransformation Using Escherichia coli Expressing Actinomycete Cytochrome P450","year":2008,"lang":"en","type":"article","venue":"The Journal of Antibiotics","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nutrasource","funders":"","keywords":"Escherichia coli; Biotransformation; Transformation (genetics); Cytochrome P450; Biology; Microbiology; In vitro; In vivo; Plasmid; Escherichia; Gene; Biochemistry; Enzyme; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003406844,0.0001063544,0.0002920487,0.00008775516,0.0001240062,0.00001252373,0.00009668454,0.00007734372,0.00001639275],"category_scores_gemma":[0.00006353834,0.00006314992,0.00008809382,0.0001675407,0.00008992498,0.0001991431,0.00001233288,0.0001961072,0.000001152626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004846851,"about_ca_system_score_gemma":0.0001648492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006477776,"about_ca_topic_score_gemma":0.000001660769,"domain_scores_codex":[0.999065,0.00005972693,0.0004933689,0.00006083255,0.0001949684,0.0001260678],"domain_scores_gemma":[0.9990845,0.00003081958,0.0005107576,0.0001250813,0.0001836063,0.00006522824],"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":[0.0001657578,0.00004792164,0.0001382876,0.00003848003,0.00006209578,0.000003997022,0.000604155,0.0001211365,0.995361,0.000001716851,0.002541818,0.0009136242],"study_design_scores_gemma":[0.0004835348,0.0002305924,0.001742849,0.0001607397,0.0002214954,0.0004220097,0.0001135711,0.001022673,0.9951361,0.000003287428,0.0003926384,0.00007049039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964427,0.0006991039,0.001796747,0.0007794217,0.0001100883,0.0001230943,0.000008077707,0.000004791748,0.00003600677],"genre_scores_gemma":[0.9913082,0.001177938,0.006791996,0.0001345777,0.000488098,2.396976e-10,0.000007187794,0.00001125738,0.00008076044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005134485,"threshold_uncertainty_score":0.2575179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0790789254524947,"score_gpt":0.2814314180947875,"score_spread":0.2023524926422928,"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."}}