{"id":"W3141649371","doi":"10.1016/j.biomaterials.2021.120775","title":"Delayed neutrophil recruitment allows nascent Staphylococcus aureus biofilm formation and immune evasion","year":2021,"lang":"en","type":"article","venue":"Biomaterials","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; National Institute of General Medical Sciences; Lundbeckfonden","keywords":"Biofilm; Staphylococcus aureus; Microbiology; Immune system; Biology; Bacteria; In vivo; Evasion (ethics); Immunology","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":[0.000206393,0.0001998715,0.00022501,0.00003531934,0.0001298303,0.0001243023,0.00007470334,0.0002015219,0.00005139055],"category_scores_gemma":[0.00003390234,0.0001798155,0.00006879446,0.00007110163,0.00004504907,0.00001140253,0.0001821026,0.00001162696,0.000015434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002224815,"about_ca_system_score_gemma":0.00005417103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003844841,"about_ca_topic_score_gemma":0.00001866295,"domain_scores_codex":[0.9987503,0.0001332989,0.0003790091,0.0003550786,0.0001055119,0.0002768123],"domain_scores_gemma":[0.9992976,0.000005146398,0.0001440239,0.000342212,0.0001197512,0.00009131326],"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":[0.0001877839,0.00004740742,0.00002234909,0.00003063634,0.00004933072,0.00001372876,0.00003333069,7.251891e-7,0.9960459,0.0000366716,0.0005183527,0.003013777],"study_design_scores_gemma":[0.0006423077,0.0002210985,0.002037516,0.00003052965,0.00002671966,0.00003830534,0.00004722008,0.000007893297,0.9509019,0.00001232683,0.04581618,0.000218041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964678,0.001679339,0.00003844979,0.000357212,0.0008731649,0.0003630946,0.0001022961,0.00002709815,0.00009158354],"genre_scores_gemma":[0.996052,0.0009681817,0.001264406,0.0002129539,0.0003631324,0.00002468279,0.0009998947,0.00002436004,0.00009039916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04529783,"threshold_uncertainty_score":0.7332664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02709214373810267,"score_gpt":0.2636546760413369,"score_spread":0.2365625323032342,"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."}}