{"id":"W4225395075","doi":"10.1096/fasebj.2022.36.s1.r2700","title":"Identification of Genes Essential for Sulfamate and Fluorine Incorporation During Nucleocidin Biosynthesis","year":2022,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Streptomyces; Biosynthesis; Natural product; Secondary metabolite; Chemistry; Stereochemistry; Gene cluster; Streptomyces hygroscopicus; Nucleoside; Biochemistry; Gene; Biology; Bacteria; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009026945,0.0003369191,0.0003306917,0.0003931897,0.0001752344,0.0003299941,0.0001907924,0.000335562,0.0006207207],"category_scores_gemma":[0.0001833089,0.0001584124,0.0003473524,0.0003365674,0.0002366206,0.0001609637,0.000280192,0.0003971207,0.0004647153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003678625,"about_ca_system_score_gemma":0.0003395103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001546188,"about_ca_topic_score_gemma":0.001315594,"domain_scores_codex":[0.9998205,0.00001515957,0.00001614507,0.00005522427,0.00004491252,0.00004809632],"domain_scores_gemma":[0.9997981,0.00004982415,0.00006116738,0.00001766161,0.00002144607,0.00005181464],"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":[0.00008368026,0.00001330218,0.0006235375,0.00001632132,0.000001397001,0.0000557828,0.00002668335,0.00004157473,0.9979903,0.00002771667,0.00001919559,0.001100526],"study_design_scores_gemma":[0.00002255552,0.0003413591,0.0871337,0.00001672573,0.00003242675,0.0007212499,0.0002529072,0.002277507,0.9067547,0.0001250676,0.002296205,0.00002565162],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925006,0.00073974,0.003418183,0.00008918344,0.00001606922,0.00003848021,0.002250658,0.0001671544,0.0007799788],"genre_scores_gemma":[0.9857752,0.0006356917,0.005625089,0.00008046521,0.00001025533,0.00005982673,0.005231172,0.00006944437,0.002512946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001546188,"threshold_uncertainty_score":0.003074408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191272685494978,"score_gpt":0.2433564520560083,"score_spread":0.2314437252010585,"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."}}