{"id":"W4206844191","doi":"10.1021/acsami.1c14178","title":"Photodynamic and Contact Killing Polymeric Fabric Coating for Bacteria and SARS-CoV-2","year":2022,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Genome British Columbia","keywords":"Antimicrobial; Coating; Materials science; Infectivity; Escherichia coli; Staphylococcus aureus; Aqueous solution; Amine gas treating; Polymer; Microbiology; Bacteria; Nanotechnology; Chemistry; Organic chemistry; Biology; Composite material; Virology; Virus","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":[],"consensus_categories":[],"category_scores_codex":[0.0004895751,0.000269487,0.0006185303,0.0001351166,0.000385091,0.0001148567,0.0001374007,0.0000417118,0.0001039537],"category_scores_gemma":[0.00003990916,0.0002437196,0.00001743725,0.0001026587,0.0001261022,0.00006855893,0.0004259786,0.0001476113,0.000002867854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001011994,"about_ca_system_score_gemma":0.00004040287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002239543,"about_ca_topic_score_gemma":0.00001486498,"domain_scores_codex":[0.9984387,0.00006012255,0.0003859288,0.0004654172,0.0002150188,0.0004348675],"domain_scores_gemma":[0.9993211,0.0002054231,0.0001784931,0.0002082707,0.00003629625,0.0000504056],"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":[0.001419663,0.00004673476,0.00003921792,0.0002359583,0.0001846635,0.000005344065,0.0009234458,5.467481e-7,0.9948716,0.0001478226,0.00009637646,0.002028647],"study_design_scores_gemma":[0.001832097,0.0005320015,0.0006081336,0.00005400128,0.00007052389,0.00006967969,0.001580905,0.00002607576,0.99439,0.000236221,0.0003672644,0.000233136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967529,0.0008061071,0.00002918063,0.0002455887,0.0002438125,0.001384261,0.0002722828,0.00009436719,0.0001714795],"genre_scores_gemma":[0.9979218,0.0003068383,0.000288731,0.0004142691,0.0000703926,0.0007783899,0.00006669691,0.00005950841,0.00009341066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001795511,"threshold_uncertainty_score":0.9938595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248002242302596,"score_gpt":0.306352848185764,"score_spread":0.283872825762738,"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."}}