{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003857454,0.000791802,0.0006756809,0.001403587,0.0001940741,0.000673289,0.0005437124,0.0008539362,0.001207981],"category_scores_gemma":[0.0003548199,0.0003052337,0.0003292663,0.001479661,0.0003769263,0.001020565,0.0005127031,0.001121978,0.001295023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004853552,"about_ca_system_score_gemma":0.0003974438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002497252,"about_ca_topic_score_gemma":0.0003916773,"domain_scores_codex":[0.9998257,0.00002019679,0.00001782955,0.00003184269,0.00008491966,0.00001955323],"domain_scores_gemma":[0.9998881,0.00003889843,0.00002352764,0.000004692782,0.00002964256,0.00001523193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007439157,0.0001808613,0.0002405141,0.01335951,0.00008139657,0.0004541677,0.00009423312,0.001011494,0.07130603,0.007932588,0.009165818,0.8960989],"study_design_scores_gemma":[0.00002254508,0.0002323541,0.0009029457,0.00123649,0.00005292219,0.001767038,0.00004693236,0.0003434036,0.02564954,0.001812742,0.9679046,0.00002844491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001636438,0.9947577,0.001001385,0.0001422068,0.0002336139,0.00001491249,0.00001929264,0.00001591091,0.002178553],"genre_scores_gemma":[0.005997949,0.9895107,0.001639748,0.0001710106,0.0001306985,0.00002100907,0.00004784654,0.000004956936,0.002476007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001403587,"threshold_uncertainty_score":0.004041076,"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."}}