{"id":"W2074174204","doi":"10.1002/jbm.b.31774","title":"Development of a compliant and cytocompatible micro‐fibrous polyethylene terephthalate vascular scaffold","year":2011,"lang":"en","type":"article","venue":"Journal of Biomedical Materials Research Part B Applied Biomaterials","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; National Research Council Canada; Institute for Biological Sciences","funders":"National Research Council Canada","keywords":"Materials science; Gelatin; Polyethylene terephthalate; Scaffold; Elastin; Biomedical engineering; Microfiber; Fiber; Tissue engineering; Shear stress; Composite material; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009814222,0.0004183544,0.001400015,0.0008164635,0.0003661235,0.0001910312,0.001236327,0.0003958427,0.00265975],"category_scores_gemma":[0.00011508,0.0003095283,0.0001170376,0.0007761741,0.002060486,0.0001971593,0.0007426148,0.0001508669,0.0001925119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001523441,"about_ca_system_score_gemma":0.0005419294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005915463,"about_ca_topic_score_gemma":0.000002165309,"domain_scores_codex":[0.9925275,0.0005625101,0.003074108,0.0006159145,0.002085539,0.0011344],"domain_scores_gemma":[0.9964769,0.0002630077,0.001300325,0.0006236822,0.000562738,0.0007732905],"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":[0.0006074752,0.0007071462,0.00001833552,0.000426728,0.0001282944,0.00003400239,0.00086497,1.982169e-8,0.9940063,0.0006692901,0.0009554689,0.00158198],"study_design_scores_gemma":[0.001288665,0.0005314943,0.001094197,0.000362792,0.00004516789,0.0001737115,0.0001803679,4.419224e-7,0.9874614,0.001927994,0.006623167,0.0003105899],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967688,0.0002437114,0.0008200567,0.0001523233,0.0006776431,0.000942543,0.0001513525,0.0000537304,0.0001897803],"genre_scores_gemma":[0.8543966,0.0001682209,0.1446975,0.00004181205,0.0004405339,0.0001489591,0.0000335392,0.00005708468,0.00001573826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1438774,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08195582329380938,"score_gpt":0.3307607163305624,"score_spread":0.248804893036753,"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."}}