{"id":"W4388288666","doi":"10.3390/ma16217026","title":"Titanium-Dioxide-Nanoparticle-Embedded Polyelectrolyte Multilayer as an Osteoconductive and Antimicrobial Surface Coating","year":2023,"lang":"en","type":"article","venue":"Materials","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Polyelectrolyte; Nanoparticle; Materials science; Chitosan; Coating; Surface modification; Titanium dioxide; Titanium; Chemical engineering; Silver nanoparticle; Nanotechnology; Layer by layer; Quartz crystal microbalance; Polymer; Layer (electronics); Composite material; Chemistry; Organic chemistry; Adsorption","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000122543,0.0004016254,0.0001854391,0.0002610668,0.00009904717,0.0002704954,0.0002393573,0.000361823,0.0003747586],"category_scores_gemma":[0.0001354041,0.0002528452,0.0001984289,0.0001526045,0.0001207516,0.0002005527,0.0001926732,0.00023,0.0002239105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002409434,"about_ca_system_score_gemma":0.0001705497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005619469,"about_ca_topic_score_gemma":0.001383558,"domain_scores_codex":[0.9998773,0.0000122535,0.00001076287,0.00002679011,0.00005180941,0.00002097986],"domain_scores_gemma":[0.9999338,0.00000830405,0.00001998643,0.000007011864,0.00001882891,0.00001193245],"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":[0.000008111307,0.000005584366,0.00002329795,0.00001637865,0.000002321815,0.00001088555,0.000001923254,0.00006926965,0.9992636,0.00001743173,0.00001362048,0.0005676052],"study_design_scores_gemma":[0.000004938377,0.0001001265,0.0005430379,0.000002831826,0.00001245337,0.00006717086,0.000003587528,0.001663272,0.9963377,0.000007606873,0.001252711,0.000004559397],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774859,0.003327922,0.01578654,0.0001208343,0.0001014535,0.00004869579,0.000142469,0.0002620996,0.002724027],"genre_scores_gemma":[0.9797354,0.001141898,0.01603312,0.00006430237,0.00002049719,0.00003615936,0.0001340818,0.0000244496,0.002810144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005619469,"threshold_uncertainty_score":0.001748145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224968860200757,"score_gpt":0.2814806023299468,"score_spread":0.258983716309871,"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."}}