{"id":"W4416305778","doi":"10.1002/adhm.202503260","title":"Phase Separation‐Induced Surface Protuberances in Hydrogel Particles for Enhanced Intestinal Retention","year":2025,"lang":"en","type":"article","venue":"Advanced Healthcare Materials","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; Shenzhen Science and Technology Innovation Program; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Budding; Capsule; Dextran; Surface roughness; Bovine serum albumin; Tissue engineering; In vivo; Drug delivery; Chitosan","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":[0.0001001379,0.0001754907,0.00009434648,0.00008638803,0.00006005137,0.0001403675,0.00009417615,0.0001575118,0.0003495286],"category_scores_gemma":[0.0001042547,0.00008677923,0.0001442744,0.00004443598,0.0001267303,0.0001489563,0.0001382567,0.0002010053,0.0001268561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001662834,"about_ca_system_score_gemma":0.0001041066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001660104,"about_ca_topic_score_gemma":0.000390602,"domain_scores_codex":[0.999952,0.000007067573,0.000003618821,0.00001105066,0.00001339045,0.00001299477],"domain_scores_gemma":[0.9999467,0.00001358994,0.00001899027,0.000003972862,0.000007236546,0.000009537184],"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":[0.00001245364,0.000005185219,0.00002828935,0.00002047868,0.000001844743,0.00001706121,0.000008222337,0.0000988624,0.9988803,0.00005287445,0.000008965101,0.0008654061],"study_design_scores_gemma":[0.000004340747,0.00008460895,0.0005449192,0.000001887462,0.000004042553,0.00003269334,0.000004646011,0.0008880774,0.9979855,0.00001353712,0.0004333066,0.000002446091],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922874,0.001060179,0.006007894,0.00003760852,0.00001416859,0.00002059911,0.00003169472,0.00004774655,0.0004926526],"genre_scores_gemma":[0.9957377,0.0002967916,0.00332937,0.00002047854,0.000004931926,0.0000117215,0.00002027696,0.000008927397,0.0005697089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003495286,"threshold_uncertainty_score":0.001206458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04902004351072196,"score_gpt":0.4167279252237427,"score_spread":0.3677078817130207,"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."}}