{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009677855,0.0004991012,0.0009369369,0.0008495022,0.0002117072,0.001060437,0.000456568,0.001217905,0.002156671],"category_scores_gemma":[0.0007984632,0.0001758664,0.0005717626,0.0006895507,0.0004340289,0.001835322,0.0005549362,0.001443589,0.000735302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002571714,"about_ca_system_score_gemma":0.0008664948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00026028,"about_ca_topic_score_gemma":0.000638511,"domain_scores_codex":[0.9997352,0.00006374538,0.00003823452,0.00003912712,0.00008220875,0.00004146219],"domain_scores_gemma":[0.9995153,0.0002433567,0.00005717579,0.00001280351,0.0001314527,0.00003995859],"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":[0.0002287998,0.000233845,0.0005413044,0.02546794,0.0001108331,0.0004644585,0.0002909361,0.0006581643,0.02573838,0.01032828,0.01859562,0.9173415],"study_design_scores_gemma":[0.00005727303,0.0009444132,0.002106124,0.004917966,0.000290778,0.001773608,0.0004055701,0.0007167871,0.008723481,0.007308962,0.9726942,0.00006082658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001064885,0.9966094,0.0004179806,0.000895051,0.000267286,0.000006611178,0.00001933003,0.00001285981,0.0007065077],"genre_scores_gemma":[0.005425889,0.9919036,0.0008111279,0.0007099209,0.000529328,0.00002127248,0.00004214033,0.000004199253,0.0005525867],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002156671,"threshold_uncertainty_score":0.007214785,"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."}}