{"id":"W3027889878","doi":"10.1016/j.colcom.2020.100268","title":"Antibacterial coatings based on microgels containing quaternary ammonium ions: Modification with polymeric sugars for improved cytocompatibility","year":2020,"lang":"en","type":"article","venue":"Colloids and Interface Science Communications","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"National Key Research and Development Program of China Stem Cell and Translational Research; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Biocompatibility; Biomaterial; Glycopolymer; Materials science; Ammonium; Sulfonate; Chemical engineering; Salt (chemistry); Surface modification; Biocompatible material; Copolymer; Chemistry; Nanotechnology; Polymer; Organic chemistry; Biomedical engineering; Sodium","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":[],"consensus_categories":[],"category_scores_codex":[0.0002040139,0.0001725409,0.0002018343,0.00004884707,0.0009978085,0.0002364738,0.001044763,0.00005005292,0.00004274743],"category_scores_gemma":[0.00009404235,0.0001506719,0.00004698767,0.0003762941,0.0009534875,0.0002243286,0.0002394439,0.0001673308,0.000004520445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007116116,"about_ca_system_score_gemma":0.0002144305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001076436,"about_ca_topic_score_gemma":0.00001382403,"domain_scores_codex":[0.9988165,0.00002326099,0.0003190792,0.000473774,0.0001109687,0.0002564171],"domain_scores_gemma":[0.9983146,0.000157717,0.0002225069,0.0009302741,0.0002098128,0.0001650669],"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":[0.0002081602,0.0001291839,0.000950505,0.00002397209,0.000005326142,2.944042e-8,0.0004521639,0.00004701056,0.9956512,0.0005001873,0.00006885597,0.001963388],"study_design_scores_gemma":[0.001169104,0.0003978997,0.0005789359,0.0001227195,0.00003651448,0.000002307916,0.001455905,0.2509927,0.739642,0.00004050396,0.005228769,0.0003327063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949011,0.00006936742,0.0381147,0.01021572,0.00002954484,0.0008019409,0.0002684121,0.0001191896,0.001370159],"genre_scores_gemma":[0.986705,0.00002996841,0.01228111,0.0006083135,0.00002641887,0.0001974702,0.00007743602,0.0000176603,0.00005660926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2560093,"threshold_uncertainty_score":0.7674437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04509961638486945,"score_gpt":0.3133113604413087,"score_spread":0.2682117440564392,"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."}}