{"id":"W2083004798","doi":"10.1016/j.colsurfb.2011.10.021","title":"Synthesis, characterization and comparison of antimicrobial activity of PEG/TritonX-100 capped silver nanoparticles on collagen scaffold","year":2011,"lang":"en","type":"article","venue":"Colloids and Surfaces B Biointerfaces","topic":"Collagen: Extraction and Characterization","field":"Materials Science","cited_by":94,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Health Research Foundation","keywords":"Ethylene glycol; Zeta potential; PEG ratio; Silver nanoparticle; Nanoparticle; Antimicrobial; Fourier transform infrared spectroscopy; Nuclear chemistry; Materials science; Chemistry; Chemical engineering; Nanotechnology; Organic 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":[0.0001985095,0.0002672766,0.000184961,0.0002283938,0.0001279952,0.0002072565,0.0001382733,0.0003034541,0.0004505745],"category_scores_gemma":[0.0002156916,0.0001886132,0.0002284309,0.0001397967,0.0001574986,0.0001704109,0.00009862155,0.0002077852,0.000159427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001863663,"about_ca_system_score_gemma":0.0001292444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005776547,"about_ca_topic_score_gemma":0.0009455127,"domain_scores_codex":[0.9998571,0.00001448004,0.00001793395,0.00003515851,0.000049505,0.00002591598],"domain_scores_gemma":[0.9997793,0.00005698243,0.00005675914,0.00002159013,0.00005565086,0.00002973752],"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":[0.00002084332,0.000003520767,0.00003476593,0.000009680998,0.000001132678,0.00001287405,0.000005349196,0.00002406336,0.9996613,0.000005589275,0.000002845128,0.0002180533],"study_design_scores_gemma":[0.00000223607,0.00004816055,0.0006159517,0.000001111534,0.000004567411,0.00002909603,0.000005316724,0.0002627069,0.9988669,0.000003401951,0.0001587904,0.000001772457],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946301,0.0005470584,0.003983281,0.00002205846,0.00001635732,0.00001761015,0.0000966818,0.00002932006,0.0006574434],"genre_scores_gemma":[0.992296,0.0003941293,0.00548953,0.00003029398,0.00000618898,0.0000296015,0.000206978,0.00002054112,0.001526709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005776547,"threshold_uncertainty_score":0.001507342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03245995778329815,"score_gpt":0.2563574407133569,"score_spread":0.2238974829300587,"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."}}