{"id":"W4378640048","doi":"10.1021/acsami.3c04316","title":"In Situ Hybridization of Polymeric Curcumin to Arginine-Derived Carbon Quantum Dots for Synergistic Treatment of Bacterial Infections","year":2023,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Chang Gung Memorial Hospital, Linkou; Ministry of Science and Technology, Taiwan","keywords":"Curcumin; Nanocomposite; Keratitis; Arginine; Staphylococcus aureus; Materials science; Microbiology; Antibacterial activity; Cytotoxicity; Pseudomonas aeruginosa; Nuclear chemistry; In vitro; Chemistry; Biochemistry; Biology; Bacteria; Nanotechnology; Amino acid","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":[],"consensus_categories":[],"category_scores_codex":[0.00009124183,0.0001841811,0.0005085488,0.000220935,0.00004431158,0.00001413117,0.00009885311,0.0001099377,0.0001278964],"category_scores_gemma":[0.00002842518,0.0001662112,0.00002544105,0.0001696266,0.00009633636,0.00004656469,0.00005778438,0.00002537365,0.00003427909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003547548,"about_ca_system_score_gemma":0.0000347418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006732575,"about_ca_topic_score_gemma":0.00006471376,"domain_scores_codex":[0.9989947,0.00004547871,0.0004541182,0.0002341714,0.00002185029,0.0002496655],"domain_scores_gemma":[0.9994549,0.0001240943,0.0002182466,0.0001568264,0.00003513231,0.00001083829],"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":[0.0006503326,0.0001784788,0.00002134257,0.00007337725,0.00009460738,5.849326e-7,0.0009637485,0.0000869868,0.9966513,0.0007768644,0.0002450648,0.0002573447],"study_design_scores_gemma":[0.0009794025,0.0005806953,0.0002567167,0.00005145157,0.00004462097,0.000002037041,0.0004603783,4.251675e-7,0.997146,0.0001383514,0.0001952369,0.0001447],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976314,0.00005834478,0.00005574284,0.00007018858,0.001116302,0.0005938252,0.0003154594,0.00004900507,0.0001096849],"genre_scores_gemma":[0.9991436,0.000070055,0.00002536195,0.0000121669,0.00005849056,0.0001754269,0.0002662695,0.00002435602,0.0002242719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001512154,"threshold_uncertainty_score":0.6777897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496098210846543,"score_gpt":0.2557226681923117,"score_spread":0.2407616860838462,"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."}}