{"id":"W4408515138","doi":"10.1016/j.cej.2025.161698","title":"Self-assembled gallic acid-rare earth nanocomplexes against MRSA with multi-targeting antibacterial mechanisms robustly combating bacterial resistance","year":2025,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Advanced Nanomaterials in Catalysis","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Fundamental Research Funds for the Central Universities; Sichuan University","keywords":"Gallic acid; Chemistry; Microbiology; Combinatorial chemistry; Nanotechnology; Biology; Materials science; Biochemistry","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"],"consensus_categories":[],"category_scores_codex":[0.0006854484,0.000542779,0.0007870305,0.0002112832,0.0003817986,0.0005982965,0.0007654354,0.0002277012,0.000139615],"category_scores_gemma":[0.0004389586,0.0004811678,0.0001656578,0.0004688523,0.00004619399,0.0006107846,0.0002570512,0.000464291,0.00001981384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002775977,"about_ca_system_score_gemma":0.0001902677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000162277,"about_ca_topic_score_gemma":0.000001577633,"domain_scores_codex":[0.9969115,0.00008970473,0.0009713261,0.0006398666,0.0004779425,0.0009096878],"domain_scores_gemma":[0.9984467,0.0001679397,0.0004480517,0.0004197473,0.000257899,0.0002596412],"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":[0.0002286129,0.00008150993,0.00001469572,0.0002251405,0.00007764287,0.00006156732,0.0001068441,0.004220407,0.9946947,0.0001385541,0.00004788975,0.0001024918],"study_design_scores_gemma":[0.0020126,0.0000391399,0.00004013958,0.0006088165,0.00007847572,0.00004082996,0.00004128738,0.004674423,0.9909451,0.00005264744,0.0009226189,0.0005439354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7955726,0.0001657994,0.2017892,0.00005375873,0.00166051,0.0002347415,0.00002343828,0.0004419002,0.00005811516],"genre_scores_gemma":[0.5223649,0.0000192642,0.476966,0.00003487877,0.0004681123,0.00002259548,0.00002701697,0.00006189648,0.00003528746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2751769,"threshold_uncertainty_score":0.999764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006531715212567442,"score_gpt":0.214718763177115,"score_spread":0.2081870479645476,"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."}}