{"id":"W2809064886","doi":"10.1039/c8tb01160e","title":"Polyelectrolyte-based physical adhesive hydrogels with excellent mechanical properties for biomedical applications","year":2018,"lang":"en","type":"article","venue":"Journal of Materials Chemistry B","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; Soochow University; Natural Science Foundation of Hubei Province; National Natural Science Foundation of China","keywords":"Self-healing hydrogels; Materials science; Adhesive; Polyelectrolyte; Nanotechnology; Composite material; Polymer science; Polymer chemistry; Polymer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001765011,0.0005594,0.0001386097,0.0002620938,0.0001053099,0.0002058256,0.0001633165,0.0003053504,0.0009788782],"category_scores_gemma":[0.0001201821,0.0001847492,0.0002024938,0.0001609,0.0001128096,0.0002959063,0.0001681696,0.0004712364,0.0003533333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001527918,"about_ca_system_score_gemma":0.0001819307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001001456,"about_ca_topic_score_gemma":0.0003682052,"domain_scores_codex":[0.9999319,0.000007695952,0.000006931581,0.00001380064,0.00002431174,0.00001528469],"domain_scores_gemma":[0.9999141,0.00001536885,0.00002704621,0.000006408789,0.0000134697,0.0000236353],"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":[0.000006750851,0.00001003272,0.00001981991,0.00003176982,0.000001631109,0.00002020578,0.000002937529,0.00004210997,0.99834,0.00005936142,0.00002202989,0.001443341],"study_design_scores_gemma":[0.000006959925,0.0001038122,0.000449228,0.000004950014,0.000009656644,0.0001217866,0.000003396208,0.0003599682,0.9961286,0.00004280594,0.002764027,0.000004800624],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8807251,0.02091494,0.0893217,0.0005186428,0.0002845708,0.0003020418,0.0008151622,0.0005525582,0.006565394],"genre_scores_gemma":[0.9482825,0.005740059,0.04057965,0.0002827419,0.00006530066,0.0001412004,0.0004433004,0.00005166018,0.004413564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009788782,"threshold_uncertainty_score":0.003274679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315806395176088,"score_gpt":0.2405461238547762,"score_spread":0.2273880599030153,"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."}}