{"id":"W2062906787","doi":"10.1016/j.carbpol.2011.07.022","title":"Biodegradable and biocompatible polyampholyte microgels derived from chitosan, carboxymethyl cellulose and modified methyl cellulose","year":2011,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Canada Foundation for Innovation","keywords":"Carboxymethyl cellulose; Chitosan; Cellulose; Zeta potential; Swelling; Biocompatible material; Chemical engineering; Chemistry; Microemulsion; Drug carrier; Materials science; Polymer chemistry; Drug delivery; Nuclear chemistry; Organic chemistry; Nanoparticle; Nanotechnology; Sodium; Pulmonary surfactant; Biomedical engineering","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":[0.0001920945,0.0003915519,0.0001674438,0.0002388291,0.0001156314,0.0003028313,0.0002409028,0.0003864902,0.0007088978],"category_scores_gemma":[0.000324689,0.0002176527,0.0002140534,0.0001945865,0.0002678812,0.0005471858,0.0001930892,0.0004108278,0.0002708655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003034035,"about_ca_system_score_gemma":0.0001827165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003284242,"about_ca_topic_score_gemma":0.0008718623,"domain_scores_codex":[0.99988,0.00001355127,0.00001082999,0.00002723963,0.00003287357,0.00003545096],"domain_scores_gemma":[0.999747,0.00007277511,0.00008515009,0.00002449711,0.00002650695,0.00004416383],"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":[0.00004261192,0.000007076229,0.00002763157,0.00002938018,0.000002514608,0.00003839159,0.000009247627,0.00007358721,0.9984953,0.00007928104,0.00001167102,0.001183323],"study_design_scores_gemma":[0.000004075106,0.00004351441,0.0004113874,0.000002367342,0.000004442103,0.00004751746,0.000004388337,0.0001512643,0.998885,0.00001520046,0.0004277116,0.000003180094],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851762,0.00358145,0.008580345,0.00009220294,0.0000790956,0.00003852916,0.0001860656,0.0001039902,0.002162279],"genre_scores_gemma":[0.9850829,0.001337909,0.008281194,0.00008192598,0.00002336398,0.00004793214,0.0001668662,0.00005239454,0.004925531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007088978,"threshold_uncertainty_score":0.00237155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02366408638901337,"score_gpt":0.2229954656353857,"score_spread":0.1993313792463724,"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."}}