{"id":"W1923303897","doi":"10.1002/adfm.201501277","title":"Modular and Versatile Spatial Functionalization of Tissue Engineering Scaffolds through Fiber‐Initiated Controlled Radical Polymerization","year":2015,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Imperial College London; Natural Sciences and Engineering Research Council of Canada; Jabatan Perkhidmatan Awam Malaysia; Royal College of Surgeons of England; Wellcome Trust; Royal Society; Rosetrees Trust; Whitaker International Program","keywords":"Materials science; Scaffold; Surface modification; Tissue engineering; Polymerization; Electrospinning; Nanofiber; Nanotechnology; Polymer; Biomedical engineering; Chemical engineering; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003494038,0.0002084866,0.000434104,0.00009267696,0.0001025544,0.00004493054,0.0001123474,0.0001496876,0.001689098],"category_scores_gemma":[0.0001786794,0.000196977,0.00003444798,0.0002719599,0.0001896335,0.0004040363,0.00006235361,0.00003693571,0.00008881938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008857111,"about_ca_system_score_gemma":0.0001122417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006765602,"about_ca_topic_score_gemma":0.000001355992,"domain_scores_codex":[0.9981329,0.00009429739,0.0006004685,0.0003778018,0.0005363298,0.0002581931],"domain_scores_gemma":[0.9989454,0.0001796854,0.0002800239,0.0002064752,0.0002538749,0.0001345863],"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":[0.0006344576,0.00006976692,0.00001562692,0.00003585767,0.00002440673,9.165877e-7,0.0000459372,0.002250815,0.989933,0.0064778,0.0001641891,0.0003472015],"study_design_scores_gemma":[0.003844774,0.000229574,0.0005978971,0.0000345021,0.00006449552,0.00001828982,0.00001635472,0.0008336831,0.9888711,0.002648553,0.002630517,0.0002102833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6284509,0.0003426781,0.3679794,0.0002817035,0.001458357,0.0007789335,0.0001783746,0.0002119126,0.0003177153],"genre_scores_gemma":[0.9764336,0.00002792749,0.02206367,0.0001175241,0.0003337814,0.0002148788,0.000560589,0.0000349131,0.0002131637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3479827,"threshold_uncertainty_score":0.9992235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687103707142733,"score_gpt":0.2462377374089371,"score_spread":0.2293667003375097,"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."}}