{"id":"W3196463651","doi":"10.1093/glycob/cwab096","title":"Trehalose-deficient <i>Acinetobacter baumannii</i> exhibits reduced virulence by losing capsular polysaccharide and altering membrane integrity","year":2021,"lang":"en","type":"article","venue":"Glycobiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Trehalose; Acinetobacter baumannii; Virulence; Microbiology; Colistin; Biology; Biofilm; Bacterial outer membrane; Bacteria; Pseudomonas aeruginosa; Biochemistry; Chemistry; Antibiotics; Escherichia coli; Gene","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":[0.00006396887,0.0003646864,0.0001371976,0.0001639761,0.00009759993,0.0002357428,0.00016431,0.0001805625,0.0007927325],"category_scores_gemma":[0.0001114422,0.00007803628,0.0001214109,0.0001349153,0.0001430975,0.000134297,0.0001318988,0.0002276538,0.0002577259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003095657,"about_ca_system_score_gemma":0.0001603508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003311324,"about_ca_topic_score_gemma":0.003536643,"domain_scores_codex":[0.9998932,0.00001789448,0.00001231283,0.00001859169,0.00003347804,0.00002451926],"domain_scores_gemma":[0.9999437,0.000006534687,0.00001723813,0.000008243918,0.000009893211,0.00001425283],"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":[0.00004535753,0.00001239676,0.0002039119,0.000008462722,0.000001766349,0.00002358051,0.000005275557,0.0000279376,0.9992998,0.00002814015,0.00001468195,0.0003286476],"study_design_scores_gemma":[0.000004966522,0.0002264972,0.01120467,0.000004612332,0.00000839501,0.0004021163,0.00005947956,0.0006550744,0.9863316,0.00004371309,0.001052626,0.000006363726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980938,0.0002155892,0.0006241453,0.00005853065,0.00001002302,0.000006675774,0.0003231684,0.00004117022,0.000626887],"genre_scores_gemma":[0.9958539,0.0001805424,0.001533361,0.00004382686,0.000003538559,0.00001068599,0.0008268402,0.00002333306,0.001523893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003311324,"threshold_uncertainty_score":0.006584108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009889989470327843,"score_gpt":0.2414752740205415,"score_spread":0.2315852845502136,"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."}}