{"id":"W4389539706","doi":"10.1021/acs.biomac.3c01109","title":"Low Molecular Weight Shuttle Molecules Enhance Polychloramide Antimicrobial Activity","year":2023,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Suncor Energy (Canada); McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Suncor Energy Incorporated","keywords":"Chemistry; Succinimide; Polymer; Polymer chemistry; Moiety; Maleic anhydride; Monomer; Hydroxymethyl; Antimicrobial; Organic chemistry; Aqueous solution; Copolymer","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":[0.0001710955,0.0004759582,0.0002318769,0.0001226728,0.00005253001,0.0002324733,0.0001612366,0.0002089524,0.001525841],"category_scores_gemma":[0.0002427998,0.0001044014,0.0002106469,0.00009672078,0.0002401073,0.0002379368,0.0001533007,0.0004123348,0.000199265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00018788,"about_ca_system_score_gemma":0.0001533713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003209644,"about_ca_topic_score_gemma":0.0006164014,"domain_scores_codex":[0.9998617,0.00002228343,0.00001260498,0.00002937102,0.00004051319,0.00003348896],"domain_scores_gemma":[0.9997545,0.0000837613,0.00007075163,0.00001783519,0.0000329822,0.00004011999],"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":[0.00004093821,0.00001453876,0.00007331579,0.00002403168,0.000002079048,0.00001149253,0.000003640368,0.00003603986,0.9992282,0.00002051682,0.000004492033,0.0005406617],"study_design_scores_gemma":[0.000006133353,0.0002753313,0.0006743624,0.00000156262,0.000004704565,0.00002098732,0.000003126325,0.000164621,0.9986221,0.000004011536,0.0002219395,0.000001105827],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967373,0.0006414004,0.001597154,0.00003462073,0.00001400442,0.00003034318,0.00007460753,0.00004135166,0.0008291442],"genre_scores_gemma":[0.9963897,0.0002995285,0.002365148,0.00002863123,0.000008909471,0.00001777199,0.00007961717,0.00001112812,0.0007996265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001525841,"threshold_uncertainty_score":0.005104482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007951885604360933,"score_gpt":0.2510299633415178,"score_spread":0.2430780777371569,"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."}}