{"id":"W4390728238","doi":"10.1016/j.cej.2023.148432","title":"Multi-comparted microgels delivering human derived probiotics and deferoxamine for multidrug-resistant infection and healing","year":2024,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Wound healing; Deferoxamine; Multiple drug resistance; Microbiology; Antibiotics; Angiogenesis; Pseudomonas aeruginosa; Drug delivery; Antimicrobial; Pharmacology; Medicine; Chemistry; Bacteria; Immunology; Cancer research; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.000112223,0.000142561,0.0001330035,0.00004468016,0.00009093789,0.00012981,0.00003077805,0.0001163673,8.121933e-7],"category_scores_gemma":[0.00005667517,0.0001360344,0.00005450582,0.0000357524,0.00003079158,0.000008178207,0.00004545551,0.0001512436,1.85256e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000202982,"about_ca_system_score_gemma":0.00001359876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005725446,"about_ca_topic_score_gemma":0.000002280271,"domain_scores_codex":[0.9993551,0.000006637451,0.0001927165,0.0002020156,0.00003708411,0.0002064079],"domain_scores_gemma":[0.9997548,0.00001721039,0.00002950772,0.00005900353,0.00004238034,0.0000971286],"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":[0.00002771398,0.00001176899,0.00004586895,0.0001553336,0.00005318068,0.00000361076,0.0000369409,0.0001761534,0.9986314,0.000007303888,0.00002155786,0.0008291646],"study_design_scores_gemma":[0.0005606297,0.00008640563,0.0006606608,0.0001814933,0.00003348999,0.0002364722,0.000005913186,0.02454315,0.9717618,0.000001759452,0.001747737,0.0001805429],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772178,0.001417417,0.02101045,0.00003636253,0.0001768427,0.0001012794,0.000008913922,0.00002998057,9.826097e-7],"genre_scores_gemma":[0.966382,0.0001257553,0.03303942,0.0000185206,0.0003637703,0.000002591649,0.00003159888,0.00002953638,0.00000682966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02686965,"threshold_uncertainty_score":0.5547323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335815637544483,"score_gpt":0.2434614247322348,"score_spread":0.2301032683567899,"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."}}