{"id":"W3210304158","doi":"10.3390/polym13213703","title":"Antibacterial and Hemocompatible pH-Responsive Hydrogel for Skin Wound Healing Application: In Vitro Drug Release","year":2021,"lang":"en","type":"article","venue":"Polymers","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Universiti Teknologi Malaysia","keywords":"Wound healing; In vitro; Biomedical engineering; Drug; Wound dressing; Self-healing hydrogels; Materials science; Chemistry; Pharmacology; Medicine; Polymer chemistry; Composite material; Surgery; Biochemistry","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":[0.0001614975,0.0001523224,0.0001975828,0.00005768825,0.000118204,0.00003418705,0.000124268,0.00009838048,0.00001440051],"category_scores_gemma":[0.00009743014,0.0001678122,0.00007338179,0.0001445313,0.00008873163,0.000007008367,0.0000831506,0.00006194389,0.000006103722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002553551,"about_ca_system_score_gemma":0.0001652299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002219863,"about_ca_topic_score_gemma":0.0001047855,"domain_scores_codex":[0.9988576,0.00005959405,0.0002611311,0.0004743868,0.00008237224,0.0002649747],"domain_scores_gemma":[0.9993321,0.00004317635,0.00008415138,0.0003783704,0.00005795326,0.0001042962],"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":[0.0002752608,0.00006849528,0.0001279699,0.00002854157,0.00002996607,0.000001314418,0.0001224749,0.00001371084,0.979803,0.00004144008,0.00009717766,0.01939064],"study_design_scores_gemma":[0.0006763922,0.00002162644,0.0002130679,0.00001075125,0.00001983233,0.00001471632,0.0001911891,0.0005085185,0.9754326,0.00008355998,0.02263624,0.0001914903],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935262,0.002783739,0.001831075,0.001018568,0.00005672051,0.0004772196,0.00009851906,0.00001547194,0.0001924686],"genre_scores_gemma":[0.9962057,0.0001548016,0.002049148,0.0004604971,0.000198787,0.000330657,0.0002272287,0.00003350713,0.0003396434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02253907,"threshold_uncertainty_score":0.6843185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073847425545425,"score_gpt":0.2489368562982981,"score_spread":0.2381983820428439,"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."}}