{"id":"W4401390193","doi":"10.1016/j.bioactmat.2024.06.031","title":"Bioinspired multifunctional cellulose film: In situ bacterial capturing and killing for managing infected wounds","year":2024,"lang":"en","type":"article","venue":"Bioactive Materials","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"In situ; Bacterial cellulose; Materials science; Cellulose; Chemical engineering; Nanotechnology; Biomedical engineering; Chemistry; Organic chemistry; Medicine; Engineering","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":[0.0001952758,0.0001706747,0.0002872618,0.0002173534,0.00006665054,0.0001286493,0.00002132276,0.0001027338,0.00009269826],"category_scores_gemma":[0.00003904682,0.0001434101,0.00004477632,0.00009588349,0.00004148966,0.0001026258,0.00002551678,0.00006123172,0.00001876205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690499,"about_ca_system_score_gemma":0.0000614111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002802602,"about_ca_topic_score_gemma":0.00002962431,"domain_scores_codex":[0.9990504,0.00003633082,0.0002525857,0.0003357231,0.00009234605,0.0002326419],"domain_scores_gemma":[0.9996396,0.0001198863,0.00004146449,0.00009045703,0.0000375739,0.00007105809],"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":[0.0008650018,0.0001065682,0.001774256,0.0005486908,0.0001689553,0.00007127591,0.0006486059,0.000001786258,0.9936546,0.0002863085,0.00004676053,0.001827188],"study_design_scores_gemma":[0.004981441,0.0004319113,0.07138793,0.001150357,0.0003005916,0.00006729553,0.0002455515,0.0004443411,0.9170727,0.0006843722,0.002873837,0.0003596512],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967162,0.0002283649,0.0002106918,0.0002791565,0.001466906,0.0005609615,0.0001131757,0.0001221987,0.0003023671],"genre_scores_gemma":[0.9976778,0.00003799339,0.0009473129,0.00003614635,0.0005050419,0.0000986008,0.0003063562,0.00003264516,0.0003581081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07658188,"threshold_uncertainty_score":0.5848094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02673740597437882,"score_gpt":0.28807905212798,"score_spread":0.2613416461536011,"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."}}