{"id":"W3038131326","doi":"10.1002/anie.202006457","title":"Understanding the Interaction of Polyelectrolyte Architectures with Proteins and Biosystems","year":2020,"lang":"en","type":"review","venue":"Angewandte Chemie International Edition","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia","funders":"Canadian Institutes of Health Research; Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; Universität Heidelberg; Deutsche Forschungsgemeinschaft; Michael Smith Health Research BC; Canada Research Chairs; McGill University","keywords":"Polyelectrolyte; Nanotechnology; Chemistry; Biophysics; Computer science; Materials science; Biology; Polymer; Organic chemistry","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":[0.00006392937,0.0002100858,0.0003152493,0.00006192978,0.00004833931,0.00003413403,0.0001724147,0.0001497293,0.00001459248],"category_scores_gemma":[0.00003267364,0.0001251372,0.0001304221,0.00007776549,0.00008702477,0.00000541386,0.00005704482,0.0002021189,8.248576e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004529955,"about_ca_system_score_gemma":0.00008751114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001169477,"about_ca_topic_score_gemma":0.00001527519,"domain_scores_codex":[0.9991595,0.00003414804,0.000238371,0.0002729738,0.0001928732,0.0001021939],"domain_scores_gemma":[0.9994491,0.00002551259,0.0002947827,0.0001382002,0.00005519708,0.00003718478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007528977,0.0001531541,0.0000456744,0.01041646,0.003424005,0.00003106553,0.0005077022,0.00001245784,0.7010166,0.0006468188,0.004647682,0.2783455],"study_design_scores_gemma":[0.0001905931,0.000166204,0.000002062568,0.001248911,0.0002998457,0.000224102,0.00005678603,0.00000149198,0.4254345,0.00002352665,0.5721958,0.0001561929],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001072578,0.9857897,0.006195231,0.0006605475,0.001715061,0.001602277,0.0004961539,0.00003800489,0.002430503],"genre_scores_gemma":[0.1586395,0.8360059,0.00006575827,0.00007251525,0.003624936,0.0001263972,0.00130612,0.00004491066,0.0001139043],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5675482,"threshold_uncertainty_score":0.5102945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0407149216277709,"score_gpt":0.2951112085462933,"score_spread":0.2543962869185224,"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."}}