{"id":"W4416041922","doi":"10.1007/s10570-025-06844-w","title":"Bacterial cellulose-based antibacterial and haemostatic hydrogel dressing with nanosilver and Panax notoginseng for enhanced wound healing","year":2025,"lang":"en","type":"article","venue":"Cellulose","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University; Tri Y Environmental Research Institute (Canada)","funders":"","keywords":"Biocompatibility; Panax notoginseng; Wound healing; Bacterial cellulose; In vivo; Antibacterial activity; Viability assay","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":[0.000161958,0.0002745573,0.0004804913,0.0001388928,0.0002523142,0.0001132702,0.00004169413,0.000137287,0.0000243929],"category_scores_gemma":[0.00004888785,0.0002219055,0.00005448057,0.0001338984,0.0001636239,0.00005764643,0.00002544981,0.0001295355,0.000002584495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008993084,"about_ca_system_score_gemma":0.0003121754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001330138,"about_ca_topic_score_gemma":0.00003489389,"domain_scores_codex":[0.9986564,0.00003754018,0.0003037574,0.0004751017,0.0001448498,0.0003823472],"domain_scores_gemma":[0.9991716,0.0002360012,0.0001055525,0.0002305495,0.00008084043,0.0001754504],"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":[0.007025199,0.0006214756,0.009196928,0.002689986,0.0004227301,0.0001411297,0.001382077,0.00001163465,0.9621823,0.000304168,0.0002255736,0.01579673],"study_design_scores_gemma":[0.02106093,0.001112955,0.006090391,0.001759193,0.0008478499,0.00002756642,0.0001578216,0.002539305,0.9635913,0.0003030954,0.002084732,0.0004249092],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947034,0.0003829702,0.002557573,0.000501808,0.0003905741,0.001037797,0.00003347054,0.00007600414,0.0003164273],"genre_scores_gemma":[0.9926294,0.00002293254,0.005596808,0.0003549253,0.0001683552,0.00005378103,0.000132014,0.00003885696,0.001002903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01537182,"threshold_uncertainty_score":0.9049045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789169211974842,"score_gpt":0.2829766319276515,"score_spread":0.2650849398079031,"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."}}