{"id":"W4405241706","doi":"10.1128/spectrum.01648-24","title":"Mode of action of silver-based perovskite against Gram-negative bacteria","year":2024,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval","funders":"Canadian Institutes of Health Research; Alliance de recherche numérique du Canada","keywords":"Mode of action; Escherichia coli; Reactive oxygen species; Lipid peroxidation; Efflux; Antibacterial activity; Chemistry; Bacteria; Mechanism of action; Biophysics; Antimicrobial; Biochemistry; Biology; Oxidative stress; In vitro; Organic chemistry; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001106659,0.0002903009,0.0002475749,0.0001250083,0.0001189901,0.0001947021,0.0002340624,0.0002171668,0.0007333013],"category_scores_gemma":[0.0001414745,0.00008257319,0.0002147053,0.00006475465,0.00015142,0.0001002432,0.0001352026,0.0002024284,0.0001892792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001215735,"about_ca_system_score_gemma":0.0001276609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004006372,"about_ca_topic_score_gemma":0.0004103929,"domain_scores_codex":[0.9999192,0.00001188358,0.000007567962,0.00001650235,0.00002871539,0.00001623963],"domain_scores_gemma":[0.999939,0.00001803433,0.00001656188,0.000004501688,0.00001194781,0.000009991708],"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":[0.00004960047,0.00000911696,0.00005586046,0.00004256843,0.000002356528,0.00002135388,0.000005448358,0.00003646892,0.9991223,0.00001574478,0.00001426116,0.0006249628],"study_design_scores_gemma":[0.00001168938,0.0002163878,0.0005312116,0.000003398017,0.000009373085,0.00008557997,0.00001049797,0.0006231462,0.9980573,0.00002633991,0.00042235,0.00000264325],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919739,0.001401063,0.004295562,0.0001432496,0.00005467937,0.00003524408,0.0001503378,0.0002159279,0.001730134],"genre_scores_gemma":[0.9956815,0.0004070801,0.002508325,0.00004617639,0.000007515564,0.00001636902,0.00006020108,0.00001561025,0.001257194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007333013,"threshold_uncertainty_score":0.002453208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506107731978443,"score_gpt":0.2667163266238083,"score_spread":0.2516552493040239,"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."}}