{"id":"W2054359000","doi":"10.1016/j.eurpolymj.2013.04.003","title":"Preparation of polyacrylamide based microgels with different charges for drug encapsulation","year":2013,"lang":"en","type":"article","venue":"European Polymer Journal","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Self-healing hydrogels; Cationic polymerization; Chemical engineering; Fluorescein; Drug delivery; Polymerization; Materials science; Emulsion; Confocal microscopy; Acrylamide; Emulsion polymerization; Controlled release; Aqueous solution; Chemistry; Fluorescence; Polymer chemistry; Copolymer; Nanotechnology; Polymer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002050529,0.0001507578,0.0001331065,0.00006105433,0.0001343616,0.000053195,0.0001942654,0.00003257712,0.00009074014],"category_scores_gemma":[0.00003045468,0.0001117274,0.00009565496,0.0000449136,0.00006739904,0.00001353387,0.00002824062,0.00007114301,0.00002211233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000132444,"about_ca_system_score_gemma":0.0000552069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001243813,"about_ca_topic_score_gemma":0.000005205149,"domain_scores_codex":[0.9989763,0.0001581154,0.0003301482,0.0002087479,0.0001310158,0.0001956011],"domain_scores_gemma":[0.9991995,0.00001403245,0.0002688731,0.0002749545,0.0001478823,0.00009476383],"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":[0.00008213216,0.00008197389,0.00106503,0.00001250736,0.00005494571,2.580488e-7,0.00009786402,0.00003825799,0.9932739,0.00001722887,0.001562655,0.003713283],"study_design_scores_gemma":[0.0005453358,0.000195703,0.005276426,0.00003010884,0.00003420384,0.00002424439,0.00003427816,0.0003215458,0.9893704,0.00001566103,0.004003043,0.0001490674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982039,0.001088239,0.0152105,0.0004580668,0.00004515265,0.0003672719,0.00001936499,0.00001150527,0.0007608637],"genre_scores_gemma":[0.9972064,0.00003311092,0.0009660324,0.0001707769,0.0002649636,0.00004238786,0.0000564982,0.00004599955,0.001213855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01516734,"threshold_uncertainty_score":0.4556113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044912176763818,"score_gpt":0.2356319890318789,"score_spread":0.2251828672642407,"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."}}