{"id":"W2793538337","doi":"10.1177/1528083718763779","title":"Hydroentangled nonwoven eri silk fibroin scaffold for tissue engineering applications","year":2018,"lang":"en","type":"article","venue":"Journal of Industrial Textiles","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University Grants Commission; Egg Farmers of Canada","keywords":"Fibroin; Scaffold; Materials science; Tissue engineering; Nonwoven fabric; Ultimate tensile strength; Polyester; Electrospinning; Textile; Composite material; Fiber; SILK; Biomedical engineering; Polymer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001458453,0.0003264121,0.0001193034,0.0002899357,0.0001043694,0.0001718686,0.0001101434,0.0003093041,0.0005551563],"category_scores_gemma":[0.00009414904,0.0001046916,0.0002152452,0.000137425,0.0001059815,0.0002772559,0.0001260815,0.0001964117,0.0001187821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001077533,"about_ca_system_score_gemma":0.00009455084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001382123,"about_ca_topic_score_gemma":0.0004552562,"domain_scores_codex":[0.9999355,0.000006982521,0.000006000304,0.00001270848,0.0000255722,0.00001325079],"domain_scores_gemma":[0.9998895,0.00001868852,0.0000485361,0.000008547707,0.00001648692,0.00001823941],"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":[0.00001034539,0.00000626802,0.00005428103,0.00002280219,0.000001504173,0.00003833865,0.000004263459,0.00005481121,0.9989583,0.00001697281,0.00000608343,0.0008258203],"study_design_scores_gemma":[0.000003885021,0.000189281,0.00338043,0.000006557301,0.00001287948,0.0002443839,0.00001741617,0.001372485,0.9930732,0.00003206044,0.001661913,0.000005535911],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865596,0.001973443,0.009913766,0.00005075187,0.00003078386,0.00002457394,0.0000837747,0.00007624005,0.001287003],"genre_scores_gemma":[0.9886884,0.001210692,0.008174391,0.00003295528,0.00001225123,0.00001926732,0.000148665,0.00001534265,0.001697998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005551563,"threshold_uncertainty_score":0.001857162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03175662641595218,"score_gpt":0.2821119101835916,"score_spread":0.2503552837676394,"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."}}