{"id":"W4225112661","doi":"10.1016/j.jphotobiol.2022.112450","title":"Light activation of gold nanorods but not gold nanospheres enhance antibacterial effect through photodynamic and photothermal mechanisms","year":2022,"lang":"en","type":"article","venue":"Journal of Photochemistry and Photobiology B Biology","topic":"Nanoplatforms for cancer theranostics","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Research Council Canada; Canada Research Chairs; China Scholarship Council; Canada Foundation for Innovation","keywords":"Photothermal therapy; Photothermal effect; Nanorod; Nanomaterials; Antibacterial activity; Chemistry; Colloidal gold; Photodynamic therapy; Nanotechnology; Nuclear chemistry; Biophysics; Materials science; Nanoparticle; Bacteria; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003658464,0.0003112606,0.0006930848,0.00006312435,0.00008406548,0.00001130503,0.0002811931,0.0003078881,0.0002369404],"category_scores_gemma":[0.00004860852,0.0002720154,0.0001267678,0.0001306406,0.000161831,0.0001246576,0.0001144397,0.0005190038,4.977869e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009402079,"about_ca_system_score_gemma":0.00005701374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004061504,"about_ca_topic_score_gemma":0.000002957648,"domain_scores_codex":[0.9985753,0.000101568,0.0006391443,0.0002545065,0.0001033273,0.0003261494],"domain_scores_gemma":[0.9989739,0.000234729,0.0004597623,0.0001952391,0.00006294613,0.00007343583],"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":[0.0012803,0.00003985304,0.000172462,0.000181017,0.0002417791,0.00001126017,0.0001980864,0.00006394312,0.9970797,0.00004328936,0.0000863893,0.0006019162],"study_design_scores_gemma":[0.001489246,0.001363207,0.00008249862,0.00005025474,0.00006367757,0.0004377052,0.00009329994,0.0001295527,0.9932712,0.0006950032,0.002066657,0.0002577059],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997264,0.000758083,0.0002965005,0.00002044118,0.0009269729,0.0003087463,0.0001681844,0.0000300991,0.0002269221],"genre_scores_gemma":[0.9987258,0.0004766926,0.0004001248,0.00009644953,0.0001401928,0.00004295754,0.00002912464,0.00003459854,0.0000540006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003808513,"threshold_uncertainty_score":0.9999732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004056160009662166,"score_gpt":0.2186750389254107,"score_spread":0.2146188789157486,"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."}}