{"id":"W3194410412","doi":"10.1021/acsami.1c10048","title":"Stretchable and Bioadhesive Gelatin Methacryloyl-Based Hydrogels Enabled by <i>in Situ</i> Dopamine Polymerization","year":2021,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Institutes of Health","keywords":"Materials science; Prepolymer; Self-healing hydrogels; Adhesive; Photoinitiator; Bioadhesive; Gelatin; Adhesion; Toughness; Composite material; Polymer; Polymerization; Ultimate tensile strength; Photopolymer; Polymer chemistry; Chemical engineering; Biomedical engineering; Polyurethane; Organic chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008834234,0.0003683566,0.0001096954,0.0001039967,0.00005771222,0.0001622513,0.0001721996,0.0001797861,0.0006805456],"category_scores_gemma":[0.0001348707,0.0001401601,0.0001426307,0.0000864641,0.0001409015,0.0002483953,0.0001421894,0.0002663166,0.0001703538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137037,"about_ca_system_score_gemma":0.00007446074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002204913,"about_ca_topic_score_gemma":0.000468692,"domain_scores_codex":[0.9999341,0.000006921457,0.000005880581,0.00001899613,0.00001579261,0.00001844277],"domain_scores_gemma":[0.9998959,0.0000217333,0.00004875487,0.00000852248,0.000008951215,0.00001612976],"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":[0.000005222255,0.000002885789,0.00001838393,0.00001294212,8.351306e-7,0.00000921793,0.000004855669,0.00002013648,0.9995837,0.00001340214,0.000005912062,0.0003224729],"study_design_scores_gemma":[0.000002043164,0.00005048026,0.0007163285,0.000001506756,0.000003500367,0.00004967835,0.000006891571,0.0003417832,0.9983882,0.00000838184,0.0004284836,0.000002869855],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913215,0.0009282167,0.006423713,0.00005092272,0.0000259164,0.00001689645,0.0001191902,0.00007278576,0.001041034],"genre_scores_gemma":[0.9942028,0.000489796,0.00414274,0.00003385221,0.000008526794,0.00001959999,0.00008245586,0.00001925658,0.001000951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006805456,"threshold_uncertainty_score":0.002276599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009822983328818547,"score_gpt":0.2527220469354147,"score_spread":0.2428990636065962,"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."}}