{"id":"W2059154739","doi":"10.1016/j.biomaterials.2011.02.013","title":"The biocompatibility and biofilm resistance of implant coatings based on hydrophilic polymer brushes conjugated with antimicrobial peptides","year":2011,"lang":"en","type":"article","venue":"Biomaterials","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":385,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Michael Smith Health Research BC; Advanced Foods and Materials Network","keywords":"Biofilm; Materials science; Biocompatibility; Antimicrobial; Coating; Implant; Conjugated system; In vivo; Antimicrobial peptides; Polymer; Biomedical engineering; Nanotechnology; Microbiology; Bacteria; Composite material; Biology; Medicine; Surgery","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":[0.0002992426,0.0002248992,0.0003859578,0.00005861777,0.0003180257,0.00003573446,0.0001765086,0.0001323798,0.00009025466],"category_scores_gemma":[0.00002636574,0.0001330066,0.00005254417,0.00007846751,0.001217727,0.00006521418,0.00005210654,0.00002712382,0.00002046719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001086439,"about_ca_system_score_gemma":0.00004582661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008828107,"about_ca_topic_score_gemma":0.0001215825,"domain_scores_codex":[0.9987702,0.0002026539,0.0003824152,0.0003041958,0.00003373012,0.0003068034],"domain_scores_gemma":[0.9991348,0.0001660014,0.0003067834,0.0003175376,0.00005465034,0.00002017787],"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":[0.001986744,0.00009942974,0.001198983,0.00005930838,0.00005070728,0.000004022487,0.0002272483,1.256407e-7,0.9947434,0.0003037135,0.001241907,0.00008441359],"study_design_scores_gemma":[0.0008151564,0.0003437195,0.006499758,0.000150459,0.00003251271,0.00002917834,0.0001040551,7.276919e-7,0.9913856,0.00002877668,0.0004274478,0.0001825985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983535,0.000220229,0.000009900068,0.0001440747,0.000252809,0.0002946201,0.0003728318,0.00005659658,0.0002954381],"genre_scores_gemma":[0.9993204,0.00003168722,0.0001571809,0.0001377237,0.00001710163,0.000009023823,0.00005120223,0.00001852739,0.0002570913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005300775,"threshold_uncertainty_score":0.5423852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593837780132316,"score_gpt":0.209958392273827,"score_spread":0.1940200144725039,"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."}}