{"id":"W4398175249","doi":"10.1021/acs.biomac.4c00080","title":"Self-Healing Guar Gum-Based Nanocomposite Hydrogel Promotes Infected Wound Healing through Photothermal Antibacterial Therapy","year":2024,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China; Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Guar gum; Photothermal therapy; Wound healing; Borax; Tannic acid; Self-healing; Nanocomposite; Self-healing hydrogels; Hyaluronic acid; Materials science; Wound dressing; Chemistry; Nanotechnology; Polymer chemistry; Medicine; Composite material; Surgery; Food science; Organic chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001823363,0.0004638945,0.0005373937,0.000209231,0.0003076044,0.0002443021,0.0001299484,0.0002559056,0.0001021846],"category_scores_gemma":[0.00001629127,0.0003749754,0.0002844409,0.0005001199,0.0001064895,0.0001339792,0.00003269613,0.0002275285,0.0001435043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001947922,"about_ca_system_score_gemma":0.0004136345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004625287,"about_ca_topic_score_gemma":0.00001121511,"domain_scores_codex":[0.9976737,0.0001037024,0.0005016206,0.0006890537,0.0003914465,0.0006404759],"domain_scores_gemma":[0.9990768,0.0001099106,0.00009822735,0.0004309079,0.00009576308,0.0001883183],"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":[0.0005464925,0.001143623,0.00324314,0.000844489,0.0009473344,0.001222855,0.001339694,0.000005796419,0.9871411,0.0002938506,0.0001466947,0.003124898],"study_design_scores_gemma":[0.006574966,0.001618465,0.00324977,0.001373638,0.0004182072,0.0005339734,0.00003305389,0.004325623,0.9568995,0.0004063104,0.02387912,0.0006873392],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892117,0.005700991,0.0004718519,0.0007238499,0.0007217405,0.001110655,0.00009373917,0.001295121,0.0006703503],"genre_scores_gemma":[0.98858,0.0002292517,0.009388184,0.0005638205,0.0005532225,0.0000676795,0.0004117874,0.0001351651,0.0000708329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0302416,"threshold_uncertainty_score":0.9998702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024914587358809,"score_gpt":0.3004701613137505,"score_spread":0.2802210154401624,"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."}}