{"id":"W2912723888","doi":"10.1039/c8ra10173f","title":"Surface-attached sulfonamide containing quaternary ammonium antimicrobials for textiles and plastics","year":2019,"lang":"en","type":"article","venue":"RSC Advances","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University; Toronto Public Health","funders":"","keywords":"Sulfonamide; Ammonium; Antimicrobial; Benzophenone; Silane; Surface modification; Chemistry; Combinatorial chemistry; Materials science; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002168837,0.0005014555,0.0002616374,0.0002168337,0.0001537272,0.0001783352,0.0002480139,0.0002891642,0.001327512],"category_scores_gemma":[0.0001481246,0.0001173192,0.0002476002,0.0001424615,0.0002317187,0.0001953326,0.0001991588,0.0002975644,0.0003599145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002103012,"about_ca_system_score_gemma":0.0001277069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002873509,"about_ca_topic_score_gemma":0.0006102188,"domain_scores_codex":[0.9998634,0.00003177309,0.000007896526,0.00001754248,0.00004601922,0.00003336963],"domain_scores_gemma":[0.9999059,0.00001821485,0.00002962573,0.00000651694,0.00001669916,0.00002298636],"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":[0.00009257891,0.00002002406,0.00007262812,0.0001073394,0.000005251784,0.00003328498,0.00001490551,0.00008634316,0.9963852,0.0001030171,0.00009700614,0.002982452],"study_design_scores_gemma":[0.000008612094,0.0005297648,0.0007152773,0.000006304242,0.000007211881,0.00007853933,0.00001192969,0.0002700188,0.9964207,0.00001137096,0.001936207,0.000003847173],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799724,0.008679284,0.005744416,0.0001689031,0.000131373,0.00006208527,0.0001757978,0.0002268837,0.004838836],"genre_scores_gemma":[0.9902288,0.002855045,0.003403463,0.0000765858,0.00002845555,0.00002659989,0.0001558888,0.00001619726,0.003208879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001327512,"threshold_uncertainty_score":0.004440963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556433647723738,"score_gpt":0.2744622085599669,"score_spread":0.2588978720827295,"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."}}