{"id":"W2137629231","doi":"10.1039/c3sm52801d","title":"Nanomechanical response of bacterial cells to cationic antimicrobial peptides","year":2014,"lang":"en","type":"article","venue":"Soft Matter","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Antimicrobial; Cell envelope; Antimicrobial peptides; Bacterial cell structure; Biophysics; Chemistry; Membrane; Pseudomonas aeruginosa; Bacteria; Microbiology; Biochemistry; Escherichia coli; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001489428,0.0002046639,0.0001440559,0.0001091824,0.0001336306,0.0001646699,0.00009359101,0.0003031389,0.0007555928],"category_scores_gemma":[0.0003740585,0.00008858419,0.0001044894,0.0001134636,0.0002247838,0.0001778182,0.0001623339,0.000345375,0.0001274072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001384256,"about_ca_system_score_gemma":0.00007125031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002616996,"about_ca_topic_score_gemma":0.0002254772,"domain_scores_codex":[0.999848,0.00003187299,0.00000852908,0.00002180733,0.00005661518,0.00003303985],"domain_scores_gemma":[0.9997811,0.00009775043,0.00004602192,0.0000139344,0.00003928213,0.00002186359],"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":[0.00001484974,0.000005033838,0.0001060405,0.000009292515,0.000001104056,0.00001335645,0.00001488355,0.00002520603,0.9993827,0.000007130902,0.00000543846,0.0004147964],"study_design_scores_gemma":[0.000005656504,0.0004714671,0.01366471,0.000004955788,0.000004786085,0.0001409377,0.0001096045,0.0009739489,0.9840271,0.00004760822,0.0005417183,0.000007416545],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982994,0.0003589614,0.0008955348,0.00004441457,0.00001037811,0.00000970874,0.00004573799,0.000007044429,0.0003289049],"genre_scores_gemma":[0.9981434,0.0002991283,0.00101411,0.00005598414,0.000009251255,0.00002472737,0.00007389152,0.000003242801,0.0003760754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007555928,"threshold_uncertainty_score":0.002527654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006450161853621864,"score_gpt":0.2094395172212919,"score_spread":0.20298935536767,"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."}}