{"id":"W4311283945","doi":"10.1039/d2na00464j","title":"Leaky membrane fusion: an ambivalent effect induced by antimicrobial polycations","year":2022,"lang":"en","type":"article","venue":"Nanoscale Advances","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"East China University of Science and Technology; Deutsche Forschungsgemeinschaft","keywords":"Ambivalence; Antimicrobial; Membrane; Lipid bilayer fusion; Fusion; Chemistry; Biophysics; Psychology; Materials science; Social psychology; Biochemistry; Biology; Philosophy; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001577704,0.0002403147,0.0003360823,0.00009570308,0.001187383,0.00002784631,0.0003704662,0.0001144301,0.002306577],"category_scores_gemma":[0.000020813,0.0002280913,0.0001253214,0.0002083712,0.0001962545,0.0003902445,0.0002146555,0.000431568,0.0001727779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006057043,"about_ca_system_score_gemma":0.00004594578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002543958,"about_ca_topic_score_gemma":0.00003795261,"domain_scores_codex":[0.998423,0.0003616209,0.0002665894,0.0004468411,0.00006966692,0.0004322925],"domain_scores_gemma":[0.9993511,0.0001208684,0.0001492138,0.0003150968,0.00002878693,0.00003496428],"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":[0.0002186084,0.0003034886,0.0004237735,0.00002198737,0.0000383084,0.000002899989,0.0001911763,0.0000549527,0.9765072,0.000096843,0.01289409,0.009246704],"study_design_scores_gemma":[0.001036207,0.000787697,0.0003346429,0.00001428285,0.00003550849,0.00005469676,0.0003426922,0.000002917192,0.7820314,0.00002326918,0.215042,0.0002947874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941626,0.001572874,0.0000669018,0.000539171,0.001802164,0.0003448747,0.0003544557,0.0001681712,0.0009887591],"genre_scores_gemma":[0.9931232,0.0002037942,0.00006921004,0.0005925658,0.00006846106,0.00007221011,0.000595,0.00002982787,0.005245753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2021479,"threshold_uncertainty_score":0.9986054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008417333804300098,"score_gpt":0.2440665333256276,"score_spread":0.2356491995213275,"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."}}