{"id":"W2000665829","doi":"10.2147/ijn.s61333","title":"Oxidative nanopatterning of titanium generates mesoporous surfaces with antimicrobial properties","year":2014,"lang":"en","type":"article","venue":"International Journal of Nanomedicine","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; University of Ottawa","keywords":"Mesoporous material; Materials science; Nanotechnology; Adhesion; Titanium; Antimicrobial; Scanning transmission electron microscopy; Candida albicans; Surface modification; Mesoporous silica; Transmission electron microscopy; Chemical engineering; Chemistry; Microbiology; Organic chemistry; Composite material; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002262259,0.00009358092,0.0001824601,0.00006947257,0.00002030229,0.00001570721,0.000170531,0.00004492934,0.00001474014],"category_scores_gemma":[0.00006715707,0.00006012368,0.00004393923,0.00003337736,0.0001069321,0.00001055641,0.00003826508,0.00006206995,8.890487e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001104312,"about_ca_system_score_gemma":0.00006077043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000200323,"about_ca_topic_score_gemma":0.000009443829,"domain_scores_codex":[0.9992638,0.00004068521,0.0003042117,0.00009609552,0.0002049454,0.00009023107],"domain_scores_gemma":[0.9989415,0.0000103103,0.0003823371,0.0000690005,0.0005591786,0.00003771682],"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":[0.0004161548,0.00003765403,0.003289008,0.000008425324,0.000162138,0.00001014583,0.00006828408,0.00007997225,0.9941788,0.00001039332,0.0003646912,0.001374339],"study_design_scores_gemma":[0.0009139977,0.0008658712,0.002168932,0.0001908658,0.00002285231,0.0002636936,0.00007003601,0.0000293738,0.9906101,0.000001963063,0.004786832,0.00007547825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977659,0.0002044562,0.0004939959,0.0007724215,0.0005859788,0.00003369523,0.000006241513,0.000001830331,0.0001354688],"genre_scores_gemma":[0.9970171,0.00009752085,0.001665891,0.0002352744,0.0008546586,2.110772e-7,0.00001772733,0.00001072333,0.0001008939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004422141,"threshold_uncertainty_score":0.2451772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007958687511444192,"score_gpt":0.2185211761137149,"score_spread":0.2105624886022707,"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."}}