{"id":"W3040996852","doi":"10.1016/s1473-3099(20)30327-3","title":"The value of antimicrobial peptides in the age of resistance","year":2020,"lang":"en","type":"review","venue":"The Lancet Infectious Diseases","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":1114,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Institute of General Medical Sciences; National Institutes of Health; University of British Columbia; Canadian Institutes of Health Research; European Commission; Marie Curie","keywords":"Antimicrobial; Antimicrobial peptides; Antibiotic resistance; Computational biology; Biology; Antibiotics; Multiple drug resistance; Biotechnology; Microbiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001425182,0.001175497,0.001827894,0.001748483,0.0003071513,0.002001809,0.0009572046,0.002567104,0.003408194],"category_scores_gemma":[0.002332568,0.0003288832,0.0004402928,0.001606198,0.001431718,0.003783701,0.001532188,0.005063975,0.0019774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008911255,"about_ca_system_score_gemma":0.001084271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000681299,"about_ca_topic_score_gemma":0.001412827,"domain_scores_codex":[0.9995672,0.0001040166,0.00005389257,0.00005198431,0.0001809285,0.00004207245],"domain_scores_gemma":[0.9986241,0.0008643222,0.0001478594,0.00003431225,0.0002144282,0.0001150146],"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":[0.0001952473,0.00005740297,0.0001926605,0.009956869,0.00008447337,0.0002588736,0.00008545598,0.0003253531,0.001579559,0.01161466,0.09116588,0.8844835],"study_design_scores_gemma":[0.00003127732,0.0000757589,0.0004421537,0.002814858,0.00004763481,0.0006584097,0.00007344415,0.000085742,0.0001623072,0.005455676,0.9901351,0.00001755125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002717382,0.9979752,0.00005918143,0.0008361239,0.0007022857,0.00000105884,0.000005511128,0.000003332997,0.0003901205],"genre_scores_gemma":[0.0003662783,0.9967418,0.0001063881,0.0008275858,0.001559395,0.000003305314,0.00001114967,0.000001213478,0.0003828645],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003408194,"threshold_uncertainty_score":0.01140153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02485742956914401,"score_gpt":0.2826168239885954,"score_spread":0.2577593944194514,"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."}}