{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002044147,0.0002953738,0.0003554558,0.00003857728,0.0001244078,0.00005456049,0.0002153524,0.0003391173,0.00005700126],"category_scores_gemma":[0.0001893562,0.0002861694,0.00008926402,0.0001082848,0.0002575879,0.00001069281,0.0002823094,0.0002391525,0.00001712344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003244793,"about_ca_system_score_gemma":0.0000921234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007082852,"about_ca_topic_score_gemma":0.00005111991,"domain_scores_codex":[0.997964,0.0001903231,0.0003818339,0.0008499955,0.00009503589,0.0005188396],"domain_scores_gemma":[0.99905,0.00003233964,0.0001329673,0.0005346996,0.0001147446,0.0001352076],"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":[0.0001002404,0.00006100661,0.00489126,0.00003685138,0.00004884641,0.00003224002,0.00003746392,0.000002354702,0.9927906,0.00007021263,0.001305752,0.0006231542],"study_design_scores_gemma":[0.0005406199,0.000156961,0.00343465,0.0000568966,0.0000301293,0.0002911834,0.0001373574,0.00001998875,0.9818614,0.00003409468,0.01308803,0.0003486838],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949259,0.002891522,0.0006999152,0.0002848042,0.0005254174,0.0001362429,0.00009365851,0.00002953327,0.0004129774],"genre_scores_gemma":[0.9965292,0.0008116137,0.001019872,0.0006258186,0.0002131285,0.000007023762,0.0002585821,0.00003343043,0.0005013858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01178227,"threshold_uncertainty_score":0.9999591,"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."}}