{"id":"W4386167438","doi":"10.1002/pol.20230282","title":"Engineering antimicrobial supramolecular polymer assemblies","year":2023,"lang":"en","type":"article","venue":"Journal of Polymer Science","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Supramolecular chemistry; Cytotoxicity; Antimicrobial; Antimicrobial peptides; Antibacterial activity; Monomer; Combinatorial chemistry; Chemistry; Intracellular; Nanotechnology; Bacteria; Polymer; Materials science; Biology; Biochemistry; In vitro; Organic chemistry; Molecule","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":[0.000105293,0.0002634598,0.0001322542,0.0002266558,0.0001111214,0.0002788047,0.0001595735,0.0002304124,0.001357578],"category_scores_gemma":[0.0002131949,0.000139737,0.0001654326,0.0001489325,0.0001227678,0.0002958736,0.000342083,0.0003476696,0.0004148752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001587694,"about_ca_system_score_gemma":0.00009816397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000523669,"about_ca_topic_score_gemma":0.00009881622,"domain_scores_codex":[0.999915,0.00001400171,0.000008409113,0.00002315528,0.00001579052,0.00002362106],"domain_scores_gemma":[0.9999208,0.00001485073,0.00002671534,0.000008862706,0.000009781068,0.00001890139],"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":[0.00004001612,0.00004834448,0.0001357284,0.0001051592,0.00001302382,0.00009169352,0.00002270957,0.001225631,0.989778,0.001127616,0.0001558958,0.007256274],"study_design_scores_gemma":[0.00003050233,0.0004058384,0.0007223745,0.00001321508,0.00001960403,0.0001294888,0.00001983352,0.00868176,0.9836646,0.0003753145,0.005926765,0.00001082804],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659685,0.001993573,0.02290812,0.0001882791,0.0001238942,0.00008239711,0.0001298987,0.0003760886,0.0082292],"genre_scores_gemma":[0.9900044,0.0004610553,0.007700145,0.00007524863,0.00001811509,0.00006429564,0.000059451,0.00002143494,0.001595928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001357578,"threshold_uncertainty_score":0.004541576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009858921040558707,"score_gpt":0.2353145891482055,"score_spread":0.2254556681076468,"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."}}