{"id":"W2105838577","doi":"10.1128/aac.00834-10","title":"Colistin Resistance in <i>Acinetobacter baumannii</i> Is Mediated by Complete Loss of Lipopolysaccharide Production","year":2010,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":792,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Biological Sciences","funders":"National Health and Medical Research Council; Medical Research Council; Sungkyunkwan University","keywords":"Colistin; Acinetobacter baumannii; Polymyxin; Lipid A; Microbiology; Lipopolysaccharide; Bacteria; Antibiotics; Polymyxin B; Biology; Efflux; Gram-negative bacteria; Multiple drug resistance; Pseudomonas aeruginosa; Gene; Escherichia coli; Immunology; 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":[0.0001384447,0.000314966,0.0001815202,0.0002556464,0.0001931647,0.0003644432,0.0001918121,0.0002381901,0.0004863736],"category_scores_gemma":[0.0002691076,0.0001239321,0.0002081215,0.0002531071,0.0002271425,0.0001472832,0.0001936617,0.0004134286,0.0002507365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002857235,"about_ca_system_score_gemma":0.0002683459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00136875,"about_ca_topic_score_gemma":0.001434323,"domain_scores_codex":[0.9997821,0.00004822344,0.00003041635,0.00002935541,0.00007416779,0.00003579788],"domain_scores_gemma":[0.9998834,0.00001509353,0.00004229409,0.00002232301,0.00001699719,0.00001975745],"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":[0.00007742647,0.00004594867,0.002205135,0.00002609663,0.000006350614,0.0001595119,0.00002225162,0.0001301244,0.9951917,0.00008914188,0.00005536403,0.001990877],"study_design_scores_gemma":[0.00001290904,0.0004100244,0.01648267,0.000009735854,0.00002180479,0.003082468,0.00009139036,0.0006988126,0.9770891,0.00008558263,0.002004525,0.00001097957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974524,0.0004971733,0.001142799,0.00009178905,0.00001269403,0.00002025798,0.0002311647,0.00003952782,0.0005120977],"genre_scores_gemma":[0.9960606,0.000437406,0.002154289,0.00003266805,0.000005651392,0.00001587246,0.0006685944,0.00001878609,0.0006059918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00136875,"threshold_uncertainty_score":0.002721608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007287593472446576,"score_gpt":0.2346555694797309,"score_spread":0.2273679760072843,"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."}}