{"id":"W4200529398","doi":"10.3390/ma14247681","title":"Antimicrobial Activity of 3D-Printed Acrylonitrile Butadiene Styrene (ABS) Polymer-Coated with Silver Nanoparticles","year":2021,"lang":"en","type":"article","venue":"Materials","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Mitacs","keywords":"Acrylonitrile butadiene styrene; Acinetobacter baumannii; Silver nanoparticle; Antimicrobial; Biofilm; Materials science; Pseudomonas aeruginosa; Staphylococcus aureus; Microbiology; Pathogenic bacteria; Nanoparticle; Nanotechnology; Bacteria; Biology; Composite material","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":[0.00009658335,0.0003466121,0.0001476802,0.0002550918,0.00007520445,0.0001662401,0.0001591441,0.0003121694,0.0005971006],"category_scores_gemma":[0.0001913461,0.0001863435,0.0003275356,0.0001518612,0.0001052219,0.0001437256,0.0001291777,0.0002201313,0.0001824346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123419,"about_ca_system_score_gemma":0.00007291494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003320657,"about_ca_topic_score_gemma":0.000493537,"domain_scores_codex":[0.9998775,0.00001176558,0.00001376989,0.0000253339,0.00005088123,0.00002071147],"domain_scores_gemma":[0.9998723,0.00002864097,0.00004671394,0.00001296381,0.0000216074,0.00001771611],"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":[0.00003495635,0.00001234,0.0001082024,0.00002987803,0.000003610213,0.00004334109,0.000007583489,0.0001355358,0.9987088,0.000008805587,0.00001087983,0.00089599],"study_design_scores_gemma":[0.000002591754,0.0002254275,0.001886824,0.000002714868,0.000006825152,0.00006366994,0.000007426529,0.0006729572,0.9968898,0.000003656534,0.0002343045,0.000003874982],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977718,0.0005634279,0.000823771,0.00001947193,0.00002969247,0.000008854679,0.00006840529,0.00003193263,0.0006824627],"genre_scores_gemma":[0.9964768,0.0004097263,0.001811416,0.0000259145,0.00000763116,0.00001152619,0.0001044526,0.0000100428,0.001142471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005971006,"threshold_uncertainty_score":0.001997471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0140298998464147,"score_gpt":0.2359839456019551,"score_spread":0.2219540457555404,"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."}}