{"id":"W4414062479","doi":"10.1128/spectrum.01944-25","title":"Ultra-high field strength electroporation enables efficient DNA transformation and genome editing in nontuberculous mycobacteria","year":2025,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Natural Science Foundation of China","keywords":"Electroporation; Transformation (genetics); Genome editing; Transformation efficiency; Gene delivery; Plasmid; Gene knockdown; DNA","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":[0.0003584006,0.000187221,0.000223525,0.0001759605,0.0001119077,0.0003600568,0.0002380859,0.0002975278,0.0005404321],"category_scores_gemma":[0.0003035375,0.0001293706,0.0001876453,0.0001416048,0.0003103391,0.0002278627,0.0004635562,0.0005923104,0.0003060656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001747093,"about_ca_system_score_gemma":0.0001112246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001852793,"about_ca_topic_score_gemma":0.0003057827,"domain_scores_codex":[0.9997844,0.00004808257,0.00002246238,0.00004432625,0.00006808248,0.00003268518],"domain_scores_gemma":[0.9997683,0.0000703457,0.00006593421,0.00004209724,0.00002600801,0.0000273164],"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":[0.000006252457,0.000003805694,0.00003130298,0.00001120748,8.821032e-7,0.00001262139,0.000005959909,0.00002816278,0.9992558,0.00005130563,0.000008800164,0.0005839554],"study_design_scores_gemma":[0.000003164847,0.00007205577,0.001266143,0.000004867405,0.000003716341,0.0002731718,0.00001257862,0.0007945225,0.9953062,0.00006115585,0.002197739,0.000004730283],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.862177,0.001580807,0.1332965,0.0002260452,0.00004848464,0.00009735293,0.0003024131,0.0005658321,0.001705549],"genre_scores_gemma":[0.9522026,0.0007817995,0.04418085,0.00007297016,0.00001115532,0.00005627572,0.0003448743,0.00009145284,0.002257931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005404321,"threshold_uncertainty_score":0.001895428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003933313330277769,"score_gpt":0.2322135496475709,"score_spread":0.2282802363172931,"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."}}