{"id":"W2747833136","doi":"10.1021/acsbiomaterials.7b00383","title":"Developing Hybrid Polymer Scaffolds Using Peptide Modified Biopolymers for Cell Implantation","year":2017,"lang":"en","type":"article","venue":"ACS Biomaterials Science & Engineering","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; National Institute for Nanotechnology","funders":"Canadian Institutes of Health Research; Alberta Innovates; Alberta Innovates - Technology Futures; Juvenile Diabetes Research Foundation Canada","keywords":"Transplantation; Viability assay; Polycaprolactone; Cell adhesion; Materials science; Nanotechnology; Electrospinning; Islet; Cell growth; Tissue engineering; Cell; Scaffold; Biomedical engineering; Cell adhesion molecule; Cell biology; Polymer; Chemistry; Medicine; Biochemistry; Surgery; Biology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002426885,0.000452769,0.0001634111,0.0002878757,0.0001210693,0.0003336657,0.0001656883,0.0003765568,0.0007417151],"category_scores_gemma":[0.0001506954,0.0001886887,0.0002814171,0.0001520729,0.0001984054,0.0003607496,0.0002450036,0.0003345285,0.0003308835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001184995,"about_ca_system_score_gemma":0.0001916119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000123363,"about_ca_topic_score_gemma":0.0002502633,"domain_scores_codex":[0.9999176,0.000009240429,0.000009581824,0.00001949146,0.00002513072,0.00001894522],"domain_scores_gemma":[0.9998535,0.00003717782,0.00005668583,0.00001273318,0.00001427883,0.0000254845],"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":[0.00002047646,0.00001951973,0.00006664605,0.00003815266,0.000003719547,0.00003937787,0.00001364223,0.000244571,0.9969014,0.0001377085,0.00001471156,0.002500178],"study_design_scores_gemma":[0.00001346134,0.0002007671,0.0004262247,0.000005954595,0.00001296715,0.00009989474,0.000008316471,0.001195986,0.9962115,0.00004697729,0.001772753,0.000005170325],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404573,0.002216595,0.05387131,0.00008871258,0.0001079122,0.0001731181,0.0001540186,0.0003105825,0.002620433],"genre_scores_gemma":[0.9439007,0.001818621,0.05157134,0.00006264802,0.00003524321,0.0001500375,0.000204321,0.00005350588,0.00220358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007417151,"threshold_uncertainty_score":0.002481282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03959081624639971,"score_gpt":0.2996517132849682,"score_spread":0.2600608970385685,"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."}}