{"id":"W4387847867","doi":"10.1002/nano.202300087","title":"In vitro characterization of bionanocomposites with green silver nanoparticles: A step towards sustainable wound healing materials","year":2023,"lang":"en","type":"article","venue":"Nano Select","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"University College London","keywords":"Silver nanoparticle; Biocompatibility; Nuclear chemistry; Wound healing; Ultimate tensile strength; Materials science; Agar; MTT assay; Nanocomposite; Antifungal; Nanoparticle; Chemistry; In vitro; Nanotechnology; Chemical engineering; Microbiology; Composite material; Biochemistry; Bacteria; Biology; Metallurgy","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":[0.0002472328,0.0001325402,0.0003384563,0.0002537346,0.00006693471,0.00002145826,0.00004500264,0.00007283009,0.00004418269],"category_scores_gemma":[0.00001886803,0.0001025736,0.00002900103,0.000861002,0.00003107751,0.0001160067,0.00002123174,0.00005398587,0.00003432265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001389534,"about_ca_system_score_gemma":0.0002058035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00144389,"about_ca_topic_score_gemma":0.0000166444,"domain_scores_codex":[0.9988549,0.00005521985,0.0002798941,0.0002139535,0.0002229564,0.000373064],"domain_scores_gemma":[0.9995373,0.00003045028,0.00008933792,0.0001526704,0.0001350509,0.00005514991],"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":[0.000932086,0.0001698971,0.005613975,0.0003329217,0.00005790348,0.0001118544,0.0005005775,0.000002770735,0.9916621,0.00006575775,0.0000289058,0.0005212726],"study_design_scores_gemma":[0.001859788,0.0004890379,0.03349684,0.000148769,0.00005590303,0.00002721412,0.0001074572,0.00005875079,0.9631467,0.00004895246,0.0004641295,0.00009647452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984933,0.00003712197,0.000009541151,0.0006854009,0.00004308038,0.0005459641,0.00002102403,0.00007910308,0.0000854469],"genre_scores_gemma":[0.9968243,0.00002496434,0.0003014139,0.0001290971,0.0000567549,0.00005372014,0.0002424213,0.00002712914,0.002340264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02851539,"threshold_uncertainty_score":0.4182831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01342078981689721,"score_gpt":0.2715300986997657,"score_spread":0.2581093088828685,"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."}}