{"id":"W4413973019","doi":"10.1126/sciadv.adw7764","title":"Bordetellae colonization oligosaccharide (b-Cool), a glycan crucial for nasal colonization","year":2025,"lang":"en","type":"article","venue":"Science Advances","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Colonization; Bordetella bronchiseptica; Mucin; Microbiology; Biology; Bordetella; Bordetella pertussis; Bacteria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007244359,0.0003723875,0.0001206285,0.0001856297,0.0001579407,0.0002500699,0.0001080293,0.0002394464,0.0006295593],"category_scores_gemma":[0.00009335588,0.0000930938,0.0001636417,0.0001453267,0.0001778803,0.0001695163,0.0002502366,0.0003898781,0.0001734378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002172145,"about_ca_system_score_gemma":0.0002435436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343953,"about_ca_topic_score_gemma":0.001557093,"domain_scores_codex":[0.9999554,0.000006926299,0.00000276172,0.000009448403,0.00001156076,0.0000139397],"domain_scores_gemma":[0.9999406,0.00000399609,0.00001985059,0.000002726102,0.000007932824,0.00002477099],"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":[0.00005988291,0.000005676576,0.000967221,0.00002327046,0.000004301093,0.00006157545,0.000008516959,0.00002509264,0.9978474,0.00006817484,0.00003454735,0.0008943882],"study_design_scores_gemma":[0.00001818636,0.0005141614,0.08755863,0.00004401457,0.00004590228,0.00178236,0.0002043272,0.001010481,0.8931149,0.0002701638,0.01541714,0.00001971367],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928712,0.00266485,0.002193614,0.0001839308,0.00003412389,0.00001604941,0.0005367335,0.00003556657,0.001463975],"genre_scores_gemma":[0.9933684,0.001327816,0.002793435,0.0001332213,0.000008410799,0.000007598726,0.00096953,0.00001020568,0.001381351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001343953,"threshold_uncertainty_score":0.002672315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009035494288804836,"score_gpt":0.2931647878895942,"score_spread":0.2841292936007893,"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."}}