{"id":"W3000176342","doi":"10.1016/j.msec.2019.110623","title":"Fabrication, characterization and cytocompatibility assessment of gelatin nanofibers coated with a polymer thin film by initiated chemical vapor deposition","year":2020,"lang":"en","type":"article","venue":"Materials Science and Engineering C","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Gelatin; Nanofiber; Materials science; Chemical vapor deposition; Chemical engineering; Nanotechnology; Polymer; Tissue engineering; Electrospinning; Ethylene glycol; Contact angle; Polymer chemistry; Chemistry; Biomedical engineering; Composite material; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0003986501,0.0001318329,0.0002089578,0.00005193688,0.000106,0.00011124,0.000163818,0.00005567907,0.00005133484],"category_scores_gemma":[0.0000466348,0.0001105072,0.000007179523,0.000533333,0.0003725953,0.0002962832,0.00007267678,0.00004563306,0.000001941824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004832257,"about_ca_system_score_gemma":0.0000878241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002913141,"about_ca_topic_score_gemma":1.826241e-7,"domain_scores_codex":[0.9987062,0.00002471043,0.0003142867,0.0003774791,0.0003594021,0.0002179619],"domain_scores_gemma":[0.9993681,0.00003846275,0.0001412236,0.0001404569,0.0001548457,0.0001568743],"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":[0.00001465672,0.00002463248,0.0003136967,0.00006331381,0.000002574512,2.948763e-7,0.0001838511,0.000008809239,0.9990958,0.0001949494,0.00002285569,0.00007456171],"study_design_scores_gemma":[0.0002181706,0.00009503598,0.009814922,0.00003209757,0.0000123619,0.000005620995,0.00001225358,0.009615634,0.9800323,0.000006026421,0.00002498165,0.0001305893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602473,0.00001523217,0.03876213,0.0004355911,0.00004269432,0.0002981222,0.00009364096,0.00009035403,0.00001489715],"genre_scores_gemma":[0.989439,0.000007932693,0.01022102,0.0001379589,0.00002363777,0.00005577756,0.0001014782,0.00001055648,0.000002687269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02919161,"threshold_uncertainty_score":0.4506353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0087113276062019,"score_gpt":0.2312649872090653,"score_spread":0.2225536596028634,"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."}}