{"id":"W4402950997","doi":"10.1016/j.colsurfb.2024.114280","title":"A rapid microwave approach for ‘one-pot’ synthesis of antibiotic conjugated silver nanoparticles with antimicrobial activity against multi-drug resistant bacterial pathogens","year":2024,"lang":"en","type":"article","venue":"Colloids and Surfaces B Biointerfaces","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Antimicrobial; Antibiotics; Conjugated system; Drug; Antimicrobial drug; Chemistry; Nanotechnology; Microbiology; Medicine; Materials science; Pharmacology; Biology; Organic chemistry; Polymer","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":[0.0002515777,0.0005245826,0.0003236172,0.0002406502,0.0002021204,0.0002107687,0.0005801879,0.0005837774,0.001548989],"category_scores_gemma":[0.0002072006,0.0003256196,0.0004004978,0.0002057118,0.000199511,0.0003988662,0.0003946787,0.0007211149,0.0007567609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002159286,"about_ca_system_score_gemma":0.0002099776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001860717,"about_ca_topic_score_gemma":0.0004020348,"domain_scores_codex":[0.9998205,0.00002920335,0.00002032725,0.00004530809,0.00005498894,0.00002960298],"domain_scores_gemma":[0.999925,0.00001554573,0.00002454203,0.00001547665,0.00001047558,0.000008964571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004498659,0.00003752746,0.00003470782,0.0001123174,0.00001083733,0.000081811,0.00003059419,0.0001651789,0.9918761,0.000467572,0.0002497303,0.006888671],"study_design_scores_gemma":[0.00002242651,0.0002310721,0.0003932727,0.000005078413,0.00001549887,0.0003439918,0.000008502998,0.00126894,0.9919342,0.000108279,0.005652368,0.00001632027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7888773,0.005658481,0.1860017,0.0009594726,0.0004547097,0.0003132354,0.0004658734,0.001323544,0.01594556],"genre_scores_gemma":[0.943535,0.001617008,0.04838741,0.000204357,0.00005716228,0.000171018,0.0002213214,0.00008241406,0.005724397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001548989,"threshold_uncertainty_score":0.005181849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088596599974807,"score_gpt":0.231338184797025,"score_spread":0.2104522187972769,"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."}}