{"id":"W2919993634","doi":"10.1021/acs.chemmater.8b04803","title":"Injectable, Self-Healing Hydrogel with Tunable Optical, Mechanical, and Antimicrobial Properties","year":2019,"lang":"en","type":"article","venue":"Chemistry of Materials","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Methacrylate; Self-healing hydrogels; Polyethylenimine; Copolymer; Materials science; Self-healing; Antimicrobial; Nanotechnology; Polymer; Chemical engineering; Chemistry; Polymer chemistry; Organic chemistry; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001479751,0.0003648336,0.0001891472,0.0002132998,0.00007019092,0.0002242249,0.0001767247,0.0003188331,0.0006841668],"category_scores_gemma":[0.0001122814,0.0001277946,0.0002008279,0.00009593183,0.0001419023,0.0003813508,0.000140398,0.0003156303,0.000243607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877228,"about_ca_system_score_gemma":0.0001169217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001046735,"about_ca_topic_score_gemma":0.0002320912,"domain_scores_codex":[0.9999213,0.000006851759,0.000008326253,0.00001932993,0.00002501257,0.00001908705],"domain_scores_gemma":[0.9998863,0.00001637658,0.00004838736,0.000008416957,0.00001667399,0.00002381095],"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":[0.00001417842,0.00001275752,0.00004662601,0.0000370679,0.000001992766,0.00001854271,0.000003710838,0.00004685874,0.9977295,0.0000581481,0.00002278383,0.0020078],"study_design_scores_gemma":[0.000009021872,0.0001109894,0.0004777179,0.000003773598,0.000008882035,0.0001126663,0.000003578909,0.0006533301,0.9972243,0.00002394066,0.001366499,0.000005173656],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497513,0.01260266,0.03184955,0.0003183251,0.0001632791,0.00008307801,0.0004876269,0.0004142768,0.004329901],"genre_scores_gemma":[0.973585,0.002651179,0.02069971,0.0001970223,0.0000692637,0.00006302672,0.000188754,0.00003873532,0.002507397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006841668,"threshold_uncertainty_score":0.002288759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009852555151774824,"score_gpt":0.2047081064613734,"score_spread":0.1948555513095986,"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."}}