{"id":"W4221060011","doi":"10.3390/antibiotics11040439","title":"Synthesis of Metal-Loaded Carboxylated Biopolymers with Antibacterial Activity through Metal Subnanoparticle Incorporation","year":2022,"lang":"en","type":"article","venue":"Antibiotics","topic":"Therapeutic Uses of Natural Elements","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Carboxymethyl cellulose; Antibacterial activity; Metal; Chemistry; Cationic polymerization; Zeta potential; Dispersion (optics); Copper; Ternary operation; Polymer; Aqueous solution; Valence (chemistry); Chemical engineering; Polymer chemistry; Bacteria; Organic chemistry; Nanoparticle; Sodium","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":[0.0001099631,0.0003746939,0.0002499321,0.0002369737,0.00009991154,0.0002306345,0.0001717351,0.0004143762,0.0006500222],"category_scores_gemma":[0.0001572,0.0001690158,0.0003037807,0.0001830556,0.000104228,0.0002008317,0.0002048945,0.0003431537,0.0003624574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001301049,"about_ca_system_score_gemma":0.0001420425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002032779,"about_ca_topic_score_gemma":0.000434651,"domain_scores_codex":[0.9999248,0.000008692497,0.00001088094,0.00002016322,0.00002030604,0.00001519058],"domain_scores_gemma":[0.999856,0.00001483264,0.00005226302,0.000008794473,0.00003306684,0.00003517967],"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":[0.00001728203,0.00001052567,0.00001763312,0.00004309879,0.00000249084,0.0000242173,0.000005653342,0.00003323398,0.9988255,0.00003199414,0.000007482315,0.0009808845],"study_design_scores_gemma":[0.000006674691,0.0001879608,0.0005350098,0.000009337317,0.00001569141,0.0000886534,0.000006039876,0.0003640097,0.9971118,0.00001738805,0.001651944,0.000005522221],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771371,0.00419176,0.01563412,0.00007772464,0.000079805,0.00007575671,0.0001921006,0.0001208024,0.002490853],"genre_scores_gemma":[0.9698453,0.002216679,0.02320681,0.00009030972,0.00002285819,0.00008253583,0.0002892062,0.00005532887,0.004190856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006500222,"threshold_uncertainty_score":0.002174556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05071240481138595,"score_gpt":0.3526051816991467,"score_spread":0.3018927768877608,"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."}}