{"id":"W4211196871","doi":"10.1002/advs.201700527","title":"Antibacterial Hydrogels","year":2018,"lang":"en","type":"review","venue":"Advanced Science","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":1119,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo; People's Government of Jilin Province; National Natural Science Foundation of China","keywords":"Self-healing hydrogels; Antibacterial activity; Materials science; Chemistry; Polymer chemistry; Bacteria; Geology","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":[0.0001778423,0.0008182708,0.0004553591,0.001369477,0.0002824132,0.0007343142,0.0005444405,0.0006500147,0.007525998],"category_scores_gemma":[0.0002597913,0.0001702585,0.0002941282,0.000924253,0.0002165207,0.0008203565,0.0006454265,0.0009066685,0.004565431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004878817,"about_ca_system_score_gemma":0.00037376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004161708,"about_ca_topic_score_gemma":0.0007480262,"domain_scores_codex":[0.9998541,0.00001583188,0.00001297516,0.00003430455,0.00006141467,0.00002140442],"domain_scores_gemma":[0.9999292,0.00001837004,0.00002193389,0.000003201503,0.00001625926,0.00001109706],"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":[0.00007722945,0.0001104583,0.000162986,0.01168079,0.00005736261,0.0004970724,0.00009836397,0.0004475943,0.06312148,0.01352522,0.03896746,0.8712539],"study_design_scores_gemma":[0.000007801087,0.00004951497,0.0002821656,0.0006701635,0.00002281444,0.0009211932,0.00002406227,0.00008936221,0.01345825,0.001148316,0.9833117,0.00001476899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002093468,0.9700261,0.00272953,0.0004373244,0.0009541318,0.00005483234,0.0002713809,0.0001330268,0.0233003],"genre_scores_gemma":[0.0269767,0.9294826,0.003953098,0.001010783,0.0005518413,0.0001118409,0.0006585894,0.00003840746,0.0372161],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007525998,"threshold_uncertainty_score":0.025177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02665743845613838,"score_gpt":0.312352193423431,"score_spread":0.2856947549672926,"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."}}