{"id":"W4317934462","doi":"10.3390/nano13030483","title":"Nanomedicine: New Frontiers in Fighting Microbial Infections","year":2023,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nanomedicine; Antibiotic resistance; Antibiotics; Biotechnology; Medicine; Antimicrobial; Business; Biology; Engineering; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007983141,0.0007418034,0.0009594319,0.001497871,0.0003512383,0.001256473,0.0007082897,0.001651686,0.003583654],"category_scores_gemma":[0.0007216632,0.000208761,0.0005185241,0.00112078,0.0007204977,0.001978257,0.0007808302,0.002974567,0.001611178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005941735,"about_ca_system_score_gemma":0.001137333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004488439,"about_ca_topic_score_gemma":0.001046804,"domain_scores_codex":[0.9997225,0.00006002709,0.00002286449,0.00003636867,0.0001198352,0.00003828694],"domain_scores_gemma":[0.9995816,0.0002093921,0.00004339655,0.0000132423,0.0001022849,0.00005013926],"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":[0.0000625568,0.0001128045,0.0002003592,0.01285568,0.00006300146,0.0002636012,0.0001175499,0.0004661237,0.006017688,0.01494687,0.04129012,0.9236037],"study_design_scores_gemma":[0.000007077751,0.00008801169,0.0002649784,0.001436486,0.00002807223,0.0006261433,0.00005248196,0.00009020261,0.000611171,0.003453227,0.9933318,0.00001034228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001580554,0.9966168,0.0002850741,0.0007961585,0.0006304078,0.000004318499,0.00001095139,0.0000124618,0.001485899],"genre_scores_gemma":[0.001240033,0.9966041,0.0002956486,0.0004983364,0.0005065189,0.000005961585,0.00001715423,0.000002165261,0.000830141],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003583654,"threshold_uncertainty_score":0.01198846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03656290532530413,"score_gpt":0.296408985861117,"score_spread":0.2598460805358129,"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."}}