{"id":"W2949960227","doi":"10.1002/advs.201801664","title":"Self‐Healing Hydrogels: The Next Paradigm Shift in Tissue Engineering?","year":2019,"lang":"en","type":"review","venue":"Advanced Science","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":597,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Australian Research Council; Danmarks Frie Forskningsfond; Villum Fonden; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Gigtforeningen","keywords":"Self-healing hydrogels; Tissue engineering; Paradigm shift; Self-healing; Biomedical engineering; Nanotechnology; Computer science; Materials science; Engineering; Chemical engineering; Medicine; Pathology; Physics","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":[0.0009546258,0.0005852432,0.0008408906,0.0009127542,0.0002252402,0.001094933,0.0007391034,0.001426382,0.003483136],"category_scores_gemma":[0.0004969958,0.0002444098,0.0003524942,0.0008668371,0.0009270595,0.002809651,0.0006340282,0.002204085,0.00198358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006702151,"about_ca_system_score_gemma":0.0009284755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00057925,"about_ca_topic_score_gemma":0.001190574,"domain_scores_codex":[0.9998272,0.00003012378,0.00001284035,0.00003196489,0.00007061501,0.0000272761],"domain_scores_gemma":[0.9997225,0.0001375597,0.00003574328,0.000009585703,0.00006128069,0.00003329303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007767255,0.00008955373,0.0001415665,0.01127072,0.00004934494,0.0002153751,0.0001271702,0.0003744472,0.009106229,0.03444874,0.03556098,0.9085382],"study_design_scores_gemma":[0.00001415769,0.0001164732,0.0003236196,0.002051204,0.00002929798,0.0007274628,0.0001092662,0.0002145041,0.001676327,0.00930804,0.9854097,0.00001989367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001978654,0.996172,0.0003965032,0.00178011,0.0004606502,0.000002625895,0.000008839142,0.000008851761,0.0009725537],"genre_scores_gemma":[0.002136353,0.995007,0.0004847648,0.0008100778,0.0005653292,0.000005900302,0.00001342273,0.000002663952,0.0009744462],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003483136,"threshold_uncertainty_score":0.01165229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02834392314924518,"score_gpt":0.3308502326276232,"score_spread":0.302506309478378,"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."}}