{"id":"W2954378074","doi":"10.1080/09205063.2019.1693882","title":"Bacteria-triggered release of a potent biocide from core-shell polyhydroxyalkanoate (PHA)-based nanofibers for wound dressing applications","year":2019,"lang":"en","type":"article","venue":"Journal of Biomaterials Science Polymer Edition","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Biocide; Nanofiber; Pseudomonas aeruginosa; Microbiology; Antimicrobial; Bacteria; Triclosan; Chemistry; Polyhydroxyalkanoates; Electrospinning; Materials science; Nanotechnology; Biology; Medicine; Organic chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001836427,0.0002943409,0.0006544556,0.0006102924,0.0003677333,0.000274429,0.001084653,0.0001867904,0.000445629],"category_scores_gemma":[0.00006943676,0.0002467424,0.0002360055,0.001040672,0.001227714,0.0008494957,0.00009531226,0.00006578456,0.00006333398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003011805,"about_ca_system_score_gemma":0.00104378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001155953,"about_ca_topic_score_gemma":0.000002209161,"domain_scores_codex":[0.9959523,0.00009712548,0.001554725,0.0005741538,0.001185961,0.0006357396],"domain_scores_gemma":[0.995666,0.0003565855,0.002322645,0.0006076959,0.0006819876,0.000365148],"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":[0.0003077781,0.0002354321,0.0000622283,0.00006833697,0.00001695171,0.000001464585,0.00007054682,0.000006581512,0.9976044,0.0002814432,0.0003120964,0.001032718],"study_design_scores_gemma":[0.001357008,0.0003871603,0.0006411858,0.0002338114,0.00009991042,0.00002503689,0.00005360251,0.0002003572,0.9938307,0.002270221,0.0006307054,0.0002702789],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603378,0.0003393876,0.03391792,0.0007460664,0.002981623,0.0009104186,0.0006735991,0.00005133255,0.00004189269],"genre_scores_gemma":[0.9585885,0.00002591801,0.04002995,0.0002338673,0.0008589447,0.00009686178,0.00009526025,0.00003388445,0.00003675119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006112041,"threshold_uncertainty_score":0.9999985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117463332623138,"score_gpt":0.2701378582763046,"score_spread":0.2583915250139908,"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."}}