{"id":"W2943513048","doi":"10.1128/aem.00066-19","title":"Next Generation of Tn <i>7</i> -Based Single-Copy Insertion Elements for Use in Multi- and Pan-Drug-Resistant Strains of Acinetobacter baumannii","year":2019,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Acinetobacter baumannii; Biology; Plasmid; Recombinase; Gene cassette; Multiple drug resistance; Genetics; Gene; Microbiology; Drug resistance; Bacteria; Recombination; Integron; Pseudomonas aeruginosa","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":[0.0006501021,0.000531613,0.0005543327,0.0004364259,0.0001957426,0.0005985934,0.0006796187,0.000673704,0.001815163],"category_scores_gemma":[0.0006734742,0.0004291866,0.0006741243,0.0002938406,0.0003083181,0.000353937,0.0006431027,0.001528224,0.001268126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003891985,"about_ca_system_score_gemma":0.00040619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007641373,"about_ca_topic_score_gemma":0.001618858,"domain_scores_codex":[0.9995426,0.0000940487,0.00005589552,0.00008068752,0.0001520066,0.00007473258],"domain_scores_gemma":[0.9996272,0.0001106385,0.0001143881,0.00005158394,0.00005109185,0.00004499184],"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":[0.00004540266,0.00004358036,0.00007979092,0.00005626626,0.000007672557,0.00004727257,0.00003210498,0.0001462882,0.9961272,0.0001978633,0.00007758274,0.003138968],"study_design_scores_gemma":[0.00003082159,0.0002822766,0.00125137,0.00002144159,0.0000542155,0.000339623,0.00004839907,0.002364964,0.9857361,0.0001273922,0.009715647,0.00002783826],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7812759,0.001921724,0.201898,0.0007366699,0.0004663554,0.001332165,0.004114926,0.001879375,0.006374918],"genre_scores_gemma":[0.7277973,0.00239193,0.2375302,0.0004825348,0.00006224294,0.0007066279,0.01235115,0.001134523,0.01754357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001815163,"threshold_uncertainty_score":0.006072342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02358177672075659,"score_gpt":0.2152300578834044,"score_spread":0.1916482811626478,"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."}}