{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003783848,0.0005530449,0.002630085,0.0006898796,0.0001743702,0.00007183485,0.0003593091,0.0009729126,0.001060622],"category_scores_gemma":[0.0001499395,0.0004611368,0.0004211554,0.0004619145,0.0001613814,0.0001208556,0.0001979686,0.0003628648,0.001754405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637652,"about_ca_system_score_gemma":0.0005135335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004924156,"about_ca_topic_score_gemma":0.0000452844,"domain_scores_codex":[0.9973045,0.000355774,0.001108378,0.0005513482,0.00003054174,0.0006494371],"domain_scores_gemma":[0.9988913,0.000205516,0.0005171217,0.0003289326,0.00002115637,0.00003600732],"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":[0.00003607303,0.0001443631,0.0000239926,0.01119399,0.0008928931,0.00007107514,0.0002823538,7.76013e-7,0.02215284,0.0001230794,0.4771832,0.4878953],"study_design_scores_gemma":[0.0004998151,0.00005610939,0.000003171437,0.009391362,0.0002975311,0.0001485147,0.00003666981,1.939216e-8,0.0009426685,0.00004371704,0.9881336,0.0004468162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004373601,0.9853598,0.00002481052,0.00002782167,0.01224295,0.0008111298,0.0005283658,0.0002664678,0.0003012189],"genre_scores_gemma":[0.00001997971,0.9798126,0.0001183994,0.00003920136,0.0006074515,0.00006261915,0.001091927,0.0001112051,0.01813659],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5109504,"threshold_uncertainty_score":0.9998525,"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."}}