{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001275928,0.0001550276,0.0002155177,0.00007935492,0.00005002723,0.00007553252,0.0001561955,0.0001046077,0.00005994688],"category_scores_gemma":[0.00004108426,0.0001382836,0.00003020918,0.0001259298,0.00006497437,0.000109854,0.000128125,0.0001180132,0.00009040855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002821301,"about_ca_system_score_gemma":0.00001024769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004540861,"about_ca_topic_score_gemma":0.000006270984,"domain_scores_codex":[0.9992571,0.00002469996,0.0001725991,0.0002127209,0.00008304694,0.0002498093],"domain_scores_gemma":[0.9995438,0.00009078671,0.00002597679,0.0002755533,0.00002413292,0.0000397429],"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":[0.00004724531,0.00001122693,0.0005116711,0.00005740227,0.00004497529,0.000007496245,0.0002844861,0.00001855894,0.9897089,0.005098847,0.0005396736,0.003669515],"study_design_scores_gemma":[0.000399,0.00008122623,0.01786494,0.00008552574,0.00001178131,0.000009161719,0.00007506707,0.00009463615,0.9715449,0.006516016,0.003046105,0.0002716439],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958441,0.0001496589,0.00005388759,0.0001828254,0.000363308,0.000189328,0.00004012154,0.0006983387,0.002478463],"genre_scores_gemma":[0.9960068,0.0001068249,0.00330208,0.0000281156,0.00003528687,0.00001097486,0.00000945186,0.00002782644,0.0004726433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.018164,"threshold_uncertainty_score":0.5639042,"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."}}