{"id":"W3010504146","doi":"10.1016/j.msec.2020.110812","title":"Co-incorporation of graphene oxide/silver nanoparticle into poly-L-lactic acid fibrous: A route toward the development of cytocompatible and antibacterial coating layer on magnesium implants","year":2020,"lang":"en","type":"article","venue":"Materials Science and Engineering C","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":114,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of Victoria","funders":"Luonnontieteiden ja Tekniikan Tutkimuksen Toimikunta; Universiti Teknologi Malaysia; Islamic Azad University; Natural Sciences and Engineering Research Council of Canada; Saskatchewan Health Research Foundation","keywords":"Materials science; Coating; Antibacterial activity; Graphene; Silver nanoparticle; Electrospinning; Chemical engineering; Corrosion; Magnesium alloy; Nanoparticle; Magnesium; Alloy; Simulated body fluid; Chitosan; Polyester; Substrate (aquarium); Nuclear chemistry; Composite material; Nanotechnology; Metallurgy; Bacteria; Polymer; Scanning electron microscope; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000934945,0.0003042859,0.0001343848,0.0002426082,0.0001366998,0.000222385,0.0002892337,0.0004128766,0.0004233412],"category_scores_gemma":[0.0001194664,0.0001851834,0.000240165,0.0001190163,0.0001519708,0.0001936948,0.0001942402,0.0002396471,0.0002595673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001820105,"about_ca_system_score_gemma":0.0001522563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000496624,"about_ca_topic_score_gemma":0.001350026,"domain_scores_codex":[0.9999129,0.000009368157,0.000008153149,0.00002170999,0.00002861469,0.0000193927],"domain_scores_gemma":[0.9999151,0.000009531082,0.00003672764,0.00000895125,0.00001404423,0.00001556872],"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":[0.00002399027,0.000008574963,0.00003032371,0.00001759295,0.000001760118,0.0000282408,0.0000065579,0.00003397932,0.9991327,0.00003262527,0.00001201094,0.0006717714],"study_design_scores_gemma":[0.000002404518,0.00005848409,0.0002763432,0.000001610037,0.000005927913,0.00003065062,0.000004601771,0.000479156,0.9987485,0.000006689825,0.0003829592,0.000002621615],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905984,0.000756497,0.006662799,0.00006201152,0.00005759579,0.0000260194,0.00005708787,0.000120722,0.001658867],"genre_scores_gemma":[0.9919913,0.0002718557,0.005599587,0.00003416018,0.000009282797,0.00001523065,0.00003795841,0.00002099091,0.002019682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000496624,"threshold_uncertainty_score":0.001416206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908732191687892,"score_gpt":0.225619637779277,"score_spread":0.206532315862398,"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."}}