{"id":"W2996400726","doi":"10.1021/acsnano.9b06287","title":"Flexible Hierarchical Wraps Repel Drug-Resistant Gram-Negative and Positive Bacteria","year":2019,"lang":"en","type":"article","venue":"ACS Nano","topic":"Nanomaterials and Printing Technologies","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; Ontario Ministry of Economic Development, Job Creation and Trade; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; McMaster University","keywords":"Biofilm; Pseudomonas aeruginosa; Bacteria; Surface modification; Adhesion; Microbiology; Nanotechnology; Gram-negative bacteria; Materials science; Staphylococcus aureus; Antibiotics; Chemistry; Escherichia coli; Biology; Biochemistry","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":[0.00006558873,0.0003959732,0.0001304917,0.0001659185,0.0001314173,0.0002721902,0.0001902514,0.0003517745,0.00117529],"category_scores_gemma":[0.0001667221,0.0001600057,0.0002672875,0.0000959603,0.0001475206,0.0002306963,0.0002522882,0.0003471373,0.0007076184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001445038,"about_ca_system_score_gemma":0.0001085644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002734019,"about_ca_topic_score_gemma":0.0009566753,"domain_scores_codex":[0.9999073,0.000007472759,0.000004849442,0.00001824418,0.00003319847,0.00002886926],"domain_scores_gemma":[0.9998999,0.00001673172,0.00003171965,0.00001427021,0.00001632156,0.00002110459],"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":[0.00001857937,0.00001554743,0.00006705566,0.00004012892,0.000007511057,0.00005388819,0.00001253181,0.0002358595,0.9957983,0.0001876277,0.0001483088,0.003414576],"study_design_scores_gemma":[0.000004779054,0.0001293277,0.0009299492,0.000006715659,0.00001425547,0.00009903662,0.00001337721,0.001208492,0.994145,0.00004751965,0.003396093,0.000005581981],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630462,0.00238485,0.02645025,0.0002308459,0.000142064,0.00007730001,0.0004281178,0.0006067354,0.006633775],"genre_scores_gemma":[0.9826665,0.0007266109,0.01083682,0.0001860114,0.00002235563,0.00003303451,0.0002951458,0.00005728918,0.005176194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00117529,"threshold_uncertainty_score":0.003931701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00507079833283651,"score_gpt":0.1956017401346594,"score_spread":0.1905309418018229,"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."}}