{"id":"W2012126086","doi":"10.3390/pathogens3040791","title":"Evolution of Antimicrobial Peptides to Self-Assembled Peptides for Biomaterial Applications","year":2014,"lang":"en","type":"review","venue":"Pathogens","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University","keywords":"Antimicrobial peptides; Antimicrobial; Self-healing hydrogels; Biofilm; Biomaterial; Peptide; Biocompatibility; Chemistry; Combinatorial chemistry; Nanotechnology; Computational biology; Biochemistry; Materials science; Biology; Bacteria; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000361193,0.000587407,0.002160856,0.0003977751,0.0002992114,0.00003884462,0.0005084237,0.0007230678,0.00003647717],"category_scores_gemma":[0.00005744605,0.000519936,0.0009383527,0.0002899869,0.00009262886,0.00006983628,0.0001871121,0.0001755513,0.0005191219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001806428,"about_ca_system_score_gemma":0.0003145728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006310739,"about_ca_topic_score_gemma":0.00002225285,"domain_scores_codex":[0.9974699,0.0002251279,0.0009858038,0.000685008,0.00004188812,0.0005922804],"domain_scores_gemma":[0.9981726,0.0002990022,0.0007083826,0.0005788024,0.0001923896,0.00004883455],"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":[0.00009146357,0.0004014391,0.000008061439,0.02205553,0.0008745125,0.000001086969,0.0001629755,0.00000356079,0.795639,0.003637609,0.01306702,0.1640577],"study_design_scores_gemma":[0.0003984632,0.0001575845,0.000004150519,0.002387933,0.001166698,0.00006929737,0.00003362644,4.712253e-7,0.01259786,0.00004465286,0.9825796,0.0005596475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001797804,0.9749267,0.01223738,0.00002786771,0.001535651,0.005173353,0.003589153,0.0003208959,0.0003912134],"genre_scores_gemma":[0.01078813,0.9767294,0.007488929,0.00005587408,0.0008278624,0.001473757,0.001663699,0.000202859,0.0007695184],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9695126,"threshold_uncertainty_score":0.9997252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941932951057869,"score_gpt":0.2859411734134928,"score_spread":0.2665218439029142,"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."}}