{"id":"W4281263376","doi":"10.1039/d2tb00364c","title":"Design of hydrogel–microgel composites with tailored small molecule release profiles","year":2022,"lang":"en","type":"article","venue":"Journal of Materials Chemistry B","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Grand Challenges Canada; Canada Foundation for Innovation; University of Alberta","keywords":"Materials science; Composite material; Self-healing hydrogels; Molecule; Polymer chemistry; Chemistry; Organic chemistry","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":[0.0001980741,0.0004460064,0.0002450128,0.0003161052,0.0001348287,0.0003273152,0.0001874727,0.0003956972,0.0009383883],"category_scores_gemma":[0.0002279442,0.0002135477,0.0002699222,0.0001916846,0.0001832544,0.0002267543,0.0001371276,0.0004442658,0.0003194642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006313244,"about_ca_system_score_gemma":0.0003660772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007161608,"about_ca_topic_score_gemma":0.00192938,"domain_scores_codex":[0.9998888,0.000009975735,0.00001084822,0.00003151767,0.00002340296,0.00003554016],"domain_scores_gemma":[0.999765,0.00004950837,0.00006849326,0.00001637895,0.00004425493,0.00005637106],"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":[0.00004094306,0.0000259259,0.00003579368,0.00003876507,0.000004913896,0.0000286154,0.000007968847,0.0004872708,0.9972748,0.0001052258,0.00003921966,0.001910579],"study_design_scores_gemma":[0.00002615302,0.0001786733,0.0004915978,0.000004362779,0.00001018896,0.00003489869,0.000004770387,0.002227389,0.9954321,0.00002045506,0.001560403,0.000008962407],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711137,0.001924292,0.02165482,0.0001665613,0.0001274869,0.0003567265,0.0004911773,0.0003923898,0.003772968],"genre_scores_gemma":[0.9696596,0.0007979187,0.02696514,0.0001163904,0.00002717679,0.0001995657,0.0002017807,0.00008390847,0.001948494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009383883,"threshold_uncertainty_score":0.004580557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408296437922472,"score_gpt":0.2103901789177031,"score_spread":0.1963072145384784,"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."}}