{"id":"W4223567174","doi":"10.3390/biom12040571","title":"Bacterial Glycocalyx Integrity Impacts Tolerance of Myxococcus xanthus to Antibiotics and Oxidative-Stress Agents","year":2022,"lang":"en","type":"article","venue":"Biomolecules","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; PROTEO; Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Myxococcus xanthus; Glycocalyx; Oxidative stress; Membrane integrity; Microbiology; Antibiotics; Oxidative phosphorylation; Chemistry; Biology; Cell biology; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002172025,0.0001389882,0.0001685846,0.00006078438,0.0001316362,0.0000430299,0.000216594,0.00006386698,0.00008807005],"category_scores_gemma":[0.000250539,0.0001453,0.00005597965,0.0001610399,0.0001171327,0.000005170842,0.0003615126,0.0000857047,0.00000320704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000191831,"about_ca_system_score_gemma":0.00005424696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001230151,"about_ca_topic_score_gemma":0.00008256035,"domain_scores_codex":[0.9988773,0.0001428671,0.0002734698,0.000372208,0.0001413204,0.0001928665],"domain_scores_gemma":[0.9993368,0.00001452919,0.0001203838,0.0003220378,0.00009038203,0.0001158279],"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":[0.0001638457,0.0001327975,0.008845086,0.00003323588,0.00002239282,0.000002921569,0.000167622,0.000007191489,0.9887646,0.00006708865,0.000422658,0.001370528],"study_design_scores_gemma":[0.0003932238,0.0003496904,0.04355504,0.00001794383,0.00001290266,0.0000109455,0.0002741098,0.00006142993,0.9500262,0.00001416592,0.005095375,0.0001890121],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981716,0.0001101812,0.0004513579,0.0001767277,0.0003303166,0.0002310127,0.0003929797,0.00001425002,0.0001215617],"genre_scores_gemma":[0.9983051,0.00002241416,0.001095955,0.0001389393,0.00008992117,0.000003152935,0.0002476123,0.00001519837,0.00008170926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03873847,"threshold_uncertainty_score":0.5925163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287771773540183,"score_gpt":0.289434624655493,"score_spread":0.2665569069200912,"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."}}