{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001599757,0.0003772369,0.0002168966,0.0001721471,0.0002148783,0.000548502,0.0001670993,0.0003397854,0.0007206629],"category_scores_gemma":[0.0002253072,0.0001292,0.0003081847,0.0001293546,0.0001458709,0.00025389,0.0006691008,0.0004052279,0.0002312984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001872726,"about_ca_system_score_gemma":0.0002560531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00133039,"about_ca_topic_score_gemma":0.00208272,"domain_scores_codex":[0.9996525,0.00009457047,0.00002936325,0.0000467067,0.00008482645,0.0000921117],"domain_scores_gemma":[0.9998708,0.00002455153,0.00003144492,0.00001751162,0.00002313958,0.00003250528],"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":[0.00009220809,0.00003845015,0.003810172,0.00006605282,0.00001310115,0.0004090147,0.00006273964,0.00003963057,0.992987,0.0001356615,0.00005851067,0.002287426],"study_design_scores_gemma":[0.00003005448,0.0009560357,0.1300975,0.00006356942,0.000108454,0.003496033,0.0008583313,0.001898964,0.8554659,0.0003121867,0.006691302,0.00002157451],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961093,0.001612019,0.0008891399,0.00009288858,0.00003140126,0.00001991227,0.00008348814,0.00001642904,0.001145436],"genre_scores_gemma":[0.9978517,0.0003930376,0.0008903224,0.00003442798,0.000009002727,0.00000992203,0.00008841149,0.000001971485,0.0007211185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00133039,"threshold_uncertainty_score":0.002645254,"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."}}