{"id":"W4221038791","doi":"10.3390/jof8040336","title":"Co-Operative Biofilm Interactions between Aspergillus fumigatus and Pseudomonas aeruginosa through Secreted Galactosaminogalactan Exopolysaccharide","year":2022,"lang":"en","type":"article","venue":"Journal of Fungi","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University; Hospital for Sick Children; Institute of Infection and Immunity; McGill University Health Centre","funders":"Canadian Glycomics Network; McGill University Health Centre; Canadian Institutes of Health Research; U.S. Army Medical Command; Cystic Fibrosis Canada; McGill University","keywords":"Biofilm; Microbiology; Aspergillus fumigatus; Pseudomonas aeruginosa; Chemistry; Bacteria; Biology","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":[0.0002484014,0.0001980935,0.0003074425,0.00009187165,0.0003250727,0.00006570564,0.0001608172,0.00008741514,0.0002293702],"category_scores_gemma":[0.00004915972,0.0001796717,0.0001617186,0.000118739,0.00008223539,0.00002999095,0.0001227385,0.0004191792,0.000003030571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005615843,"about_ca_system_score_gemma":0.0001325144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003460025,"about_ca_topic_score_gemma":0.000008813944,"domain_scores_codex":[0.9986598,0.000167902,0.0004484157,0.0002365618,0.0002235774,0.0002637797],"domain_scores_gemma":[0.9991318,0.00004758191,0.0003687084,0.0001849871,0.000124638,0.0001422986],"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":[0.0002240541,0.00003949649,0.004960668,0.000006231035,0.0001953979,0.00003528555,0.0002995508,0.000007036179,0.9899993,0.0000505352,0.001996975,0.002185503],"study_design_scores_gemma":[0.001057556,0.001183962,0.01053133,0.00002636098,0.0001156122,0.001028083,0.001160122,0.0000151678,0.8924683,0.00003096532,0.09206134,0.000321165],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962375,0.001410496,0.000123632,0.0005111448,0.0006337732,0.0001057509,0.000135872,0.000007523316,0.0008342966],"genre_scores_gemma":[0.9970627,0.000415688,0.001101935,0.0002944171,0.0007798422,0.000002447465,0.00008686271,0.00002474853,0.0002313444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09753094,"threshold_uncertainty_score":0.7326798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167287737685015,"score_gpt":0.280676613357266,"score_spread":0.2639478395887645,"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."}}