{"id":"W3205094601","doi":"10.1039/d1tb01864g","title":"Antibacterial activities of physiologically stable, self-assembled peptide nanoparticles","year":2021,"lang":"en","type":"article","venue":"Journal of Materials Chemistry B","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Prince Edward Island","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Canadian Poultry Research Council","keywords":"Peptide; Biophysics; Fucoidan; Nanogel; Antibacterial peptide; Nanoparticle; Nanocarriers; Biology; Bacteria; Chemistry; Nanotechnology; Materials science; Biochemistry; Polysaccharide; Antibacterial activity; Drug delivery","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":[0.000140503,0.000202657,0.0001261821,0.00008273469,0.00006002709,0.0001429035,0.0001075,0.0002666365,0.0003459245],"category_scores_gemma":[0.0001205921,0.00006921351,0.0001089698,0.00003214052,0.00009150037,0.0001301762,0.000107674,0.0002094792,0.0001379051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000102654,"about_ca_system_score_gemma":0.00008348616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006581699,"about_ca_topic_score_gemma":0.0001215763,"domain_scores_codex":[0.9999174,0.0000164612,0.000006169379,0.00001688436,0.0000297737,0.00001326047],"domain_scores_gemma":[0.9999328,0.00001892239,0.00001353571,0.000005329696,0.00001440592,0.00001490852],"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":[0.000015186,0.00001156286,0.00005290096,0.00002014067,0.000002071065,0.00001368808,0.000004968081,0.00003590604,0.9990333,0.00002332993,0.000009817662,0.0007771254],"study_design_scores_gemma":[0.000003421827,0.000202713,0.0007264389,0.000002302632,0.000005019089,0.00007779462,0.000005759998,0.0004022226,0.9977908,0.0000159949,0.0007660295,0.000001439365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911487,0.003322623,0.003945217,0.0000806973,0.00004404987,0.00002535367,0.00006104111,0.00004361164,0.001328674],"genre_scores_gemma":[0.994112,0.0007616644,0.00357964,0.00007798529,0.00001765422,0.00002424254,0.0001456332,0.000007724725,0.001273447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003459245,"threshold_uncertainty_score":0.001157224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007555334421434492,"score_gpt":0.2266580806553996,"score_spread":0.2191027462339651,"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."}}