{"id":"W4386210397","doi":"10.1016/j.xinn.2023.100503","title":"Immunomodulatory biomaterials against bacterial infections: Progress, challenges, and future perspectives","year":2023,"lang":"en","type":"review","venue":"The Innovation","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Program of Shanghai Academic Research Leader; Shanghai Rising-Star Program; National Natural Science Foundation of China","keywords":"Antimicrobial; Immune system; Antibiotics; Biofilm; Medicine; Immunology; Biology; Intensive care medicine; Microbiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004543198,0.0003425942,0.0007891525,0.000294244,0.0003409986,0.00007013157,0.0001821533,0.0005084762,0.0000664328],"category_scores_gemma":[0.00003435721,0.0002219027,0.0001116004,0.0003905931,0.0004349865,0.0001485801,0.0001532599,0.00024186,0.0002092635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006156784,"about_ca_system_score_gemma":0.0001125696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001590028,"about_ca_topic_score_gemma":0.000006502232,"domain_scores_codex":[0.9985805,0.0002939696,0.0005221731,0.0003349781,0.00002840185,0.0002399633],"domain_scores_gemma":[0.9989799,0.00009022554,0.0005060286,0.0003091967,0.0001096084,0.000005042452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001722606,0.00005309481,2.591773e-7,0.002223674,0.0005866173,0.000001303494,0.0006925576,1.83151e-8,0.001963063,0.01121913,0.001238919,0.9820041],"study_design_scores_gemma":[0.000174702,0.0000588411,0.00005655037,0.001779664,0.0001595999,0.00005934445,0.000818461,2.886044e-8,0.00008857523,0.0001745472,0.9963689,0.0002608187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004583722,0.9915574,6.129637e-7,0.0003079082,0.002358204,0.0007049322,0.0001164649,0.0001967096,0.0001740887],"genre_scores_gemma":[0.0004863381,0.9969532,0.000006303309,0.00001664882,0.001103163,0.0001281784,0.0008608087,0.0000568798,0.000388467],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9951299,"threshold_uncertainty_score":0.904893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04980395096174767,"score_gpt":0.2991769410863654,"score_spread":0.2493729901246177,"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."}}