{"id":"W834417148","doi":"10.1016/j.jmbbm.2015.06.016","title":"Mechanical properties and permeability of porous chitosan–poly(p-dioxanone)/silk fibroin conduits used for peripheral nerve repair","year":2015,"lang":"en","type":"article","venue":"Journal of the mechanical behavior of biomedical materials/Journal of mechanical behavior of biomedical materials","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College of Canada","funders":"National Natural Science Foundation of China","keywords":"Fibroin; Chitosan; Materials science; Genipin; Porosity; Tissue engineering; Chemical engineering; Chemistry; SILK; Composite material; Biomedical engineering; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0103029,0.0009233211,0.004304098,0.00047991,0.0002147209,0.000173068,0.002673274,0.001313233,0.001263064],"category_scores_gemma":[0.003117742,0.000578719,0.001253019,0.0006194994,0.002185442,0.0005428373,0.001054509,0.0005442612,0.000004758328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002419286,"about_ca_system_score_gemma":0.00117406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001718581,"about_ca_topic_score_gemma":0.000004269122,"domain_scores_codex":[0.9840134,0.001603802,0.008734996,0.0008186611,0.003772626,0.001056463],"domain_scores_gemma":[0.9875661,0.0005972983,0.007407796,0.001154216,0.001727913,0.001546679],"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":[0.003982734,0.00359345,0.00005005826,0.0006922064,0.0001550618,0.00009031211,0.0001676833,5.945961e-7,0.989225,0.0009184995,0.000271637,0.0008527681],"study_design_scores_gemma":[0.006272069,0.008131957,0.0007554949,0.001199213,0.001785029,0.001739675,0.0004158776,0.00001256773,0.977546,0.00138157,0.0001921854,0.0005683941],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867814,0.0003963855,0.001041631,0.001328088,0.00675352,0.001700754,0.001942783,0.00005437156,0.000001101823],"genre_scores_gemma":[0.9832632,0.00006797125,0.01521094,0.00008067328,0.001099309,0.0001097352,0.00003695996,0.0001202617,0.00001095786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01416931,"threshold_uncertainty_score":0.9999833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.048721454117572,"score_gpt":0.2915732650541609,"score_spread":0.2428518109365889,"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."}}