{"id":"W3159272894","doi":"10.1021/acsami.0c16921","title":"Novel Lignin-Capped Silver Nanoparticles against Multidrug-Resistant Bacteria","year":2021,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Lundbeckfonden","keywords":"Quorum sensing; Pseudomonas aeruginosa; Microbiology; Acinetobacter baumannii; Efflux; Bacteria; Antimicrobial; Multiple drug resistance; Staphylococcus epidermidis; Lignin; Antibiotics; Staphylococcus aureus; Antibiotic resistance; Biology; Biochemistry; Biofilm","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":[0.00007419508,0.0003391328,0.0002343549,0.0001709455,0.00008721951,0.0001914711,0.0001818115,0.0003564546,0.0005042177],"category_scores_gemma":[0.00007670604,0.0001298829,0.0001968933,0.00008462475,0.0001192462,0.00009864676,0.0001309775,0.0002015119,0.0001405309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765582,"about_ca_system_score_gemma":0.00007569493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003316306,"about_ca_topic_score_gemma":0.000859561,"domain_scores_codex":[0.9999249,0.000008954463,0.000004213411,0.00002107541,0.00002422118,0.00001669802],"domain_scores_gemma":[0.9999565,0.000006396239,0.00001231027,0.000004581809,0.00001072841,0.000009517616],"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":[0.00002887989,0.000009327962,0.00002198667,0.00001874357,0.000001703303,0.000011819,0.000002486262,0.0000308689,0.999161,0.000008691483,0.00001391089,0.0006907233],"study_design_scores_gemma":[0.000006526952,0.0002743397,0.0007836388,0.000002859197,0.00001147695,0.00005325525,0.000006305828,0.000507103,0.997768,0.000008993151,0.0005751507,0.000002396417],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948468,0.0008575022,0.002867456,0.00006163702,0.00004011838,0.00003355768,0.0001193184,0.000131225,0.001042341],"genre_scores_gemma":[0.9929067,0.0003995468,0.004146721,0.00006678123,0.000008179043,0.00002833245,0.0002241749,0.00001734331,0.002202104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005042177,"threshold_uncertainty_score":0.001686811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869166317112088,"score_gpt":0.2422746865886173,"score_spread":0.2235830234174965,"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."}}