{"id":"W4405365726","doi":"10.1039/d4py01042f","title":"Self-healing and anti-oxidative mucus-inspired hydrogel","year":2024,"lang":"en","type":"article","venue":"Polymer Chemistry","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"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":"Mucus; Oxidative phosphorylation; Self-healing; Wound healing; Chemistry; Self-healing hydrogels; Polymer chemistry; Immunology; Medicine; Biology; Biochemistry; Pathology; Ecology","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":[0.0001145396,0.000229301,0.0001694299,0.00002447003,0.0001185451,0.00006886793,0.0001976797,0.0002167365,0.00006434169],"category_scores_gemma":[0.00003440281,0.0002225843,0.00008547514,0.0001215123,0.0001282441,0.000007574747,0.000150732,0.0001451766,0.00004317135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000246281,"about_ca_system_score_gemma":0.0001248308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003457679,"about_ca_topic_score_gemma":0.000001849833,"domain_scores_codex":[0.9987172,0.00001692316,0.0002307472,0.0006003127,0.0001303155,0.0003044571],"domain_scores_gemma":[0.9993228,0.0000171305,0.00004575053,0.0004365206,0.00003093339,0.000146906],"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":[0.000006660101,0.00004373148,0.0002371754,0.0001821479,0.0001335838,0.00000505347,0.0001250315,0.000001583544,0.9962073,0.00003012838,0.0003719144,0.002655712],"study_design_scores_gemma":[0.0001317099,0.00001195006,0.00002859868,0.00003763632,0.00005382375,0.00005504293,0.00006607675,0.0006460373,0.9611122,0.00002912731,0.03756353,0.0002642674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662331,0.02704654,0.0002835621,0.0005206959,0.0000596057,0.0001399364,0.00005802644,0.0001634631,0.005495023],"genre_scores_gemma":[0.9965593,0.0006325783,0.0004042168,0.0001548984,0.0003446176,0.00009088993,0.0001058907,0.00005715376,0.001650417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03719161,"threshold_uncertainty_score":0.9076726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048348752305451,"score_gpt":0.2385726546073598,"score_spread":0.2280891670843053,"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."}}