{"id":"W2015905438","doi":"10.3389/fmicb.2011.00118","title":"Genetic and Functional Diversity of Pseudomonas aeruginosa Lipopolysaccharide","year":2011,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":295,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Pseudomonas aeruginosa; Virulence; Bacterial outer membrane; Biology; Microbiology; Lipid A; Context (archaeology); Antigen; Serotype; Pathogen; Organism; Virulence factor; Lipopolysaccharide; Bacteria; Genetics; Gene; Immunology; Escherichia coli","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":[],"consensus_categories":[],"category_scores_codex":[0.00009070793,0.0001131629,0.0001841069,0.00007022099,0.00004451702,0.000002113914,0.0001421516,0.0001818978,0.00004047305],"category_scores_gemma":[0.00002411749,0.0001146292,0.00004358266,0.00003913625,0.0003601536,0.000002886822,0.0002896708,0.0000666151,0.000002176435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001200621,"about_ca_system_score_gemma":0.00002852069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006928862,"about_ca_topic_score_gemma":0.00004199204,"domain_scores_codex":[0.9992503,0.00005778724,0.0001873849,0.0002912404,0.00002339413,0.0001899234],"domain_scores_gemma":[0.9996486,0.000004838188,0.00008538281,0.0001941828,0.00003318105,0.0000338441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001383728,0.00002520379,0.5156561,0.00000860904,0.00002906958,0.00000289427,0.00005656318,6.372533e-7,0.4818982,0.00003278851,0.001906105,0.0002455483],"study_design_scores_gemma":[0.0007269927,0.0001913356,0.6955558,0.00001337231,0.00002469316,0.00006645179,0.0002206541,0.000005051022,0.3009579,0.0004677041,0.001550201,0.0002198428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914886,0.000899747,0.006653519,0.00001060876,0.0005760272,0.00009362571,0.00002770003,0.000004270393,0.0002459529],"genre_scores_gemma":[0.9788763,0.0002722041,0.02055466,0.00006866889,0.00004568696,0.000001510316,0.00002887714,0.000008270952,0.00014383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1809403,"threshold_uncertainty_score":0.4674442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076464845953205,"score_gpt":0.1930764029280413,"score_spread":0.1823117544685092,"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."}}