{"id":"W4404245430","doi":"10.1002/adhm.202403595","title":"Polyphenol‐Nanoengineered Monocyte Biohybrids for Targeted Cardiac Repair and Immunomodulation","year":2024,"lang":"en","type":"article","venue":"Advanced Healthcare Materials","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of General Medical Sciences; National Key Research and Development Program of China; Natural Science Foundation of Sichuan Province; State Key Laboratory of Polymer Materials Engineering; National Institutes of Health; Sichuan University; National Natural Science Foundation of China","keywords":"Monocyte; Medicine; Materials science; Nanotechnology; Immunology","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":[0.0002465156,0.0002098939,0.0004929597,0.0001483554,0.00008060992,0.00002551679,0.00002828213,0.00009402089,0.00001796444],"category_scores_gemma":[0.00008558972,0.0001699143,0.00007729419,0.0001485898,0.00003742804,0.00008996337,0.00001614419,0.00009173872,0.00000728802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001049664,"about_ca_system_score_gemma":0.00007669588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006596756,"about_ca_topic_score_gemma":0.000001356849,"domain_scores_codex":[0.9988127,0.00003624387,0.0003599566,0.0003633332,0.0001216031,0.000306205],"domain_scores_gemma":[0.9994158,0.00006568669,0.00003604213,0.0002364789,0.00009558642,0.0001503691],"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":[0.0001801121,0.00000968146,0.00004341806,0.002077259,0.0001202597,0.00001837031,0.0002840444,0.00007278066,0.9765804,0.003756132,0.0004488634,0.01640868],"study_design_scores_gemma":[0.00193042,0.001465857,0.008826694,0.001718538,0.0002144739,0.00009370293,0.0001947136,0.002153846,0.8511976,0.000392237,0.131325,0.0004868913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8633784,0.1203922,0.005705408,0.003966779,0.00414474,0.001282298,0.0002687983,0.0008522627,0.000009161809],"genre_scores_gemma":[0.9832468,0.001088457,0.0120685,0.00006870949,0.0009263097,0.0001917515,0.0004077782,0.00007280272,0.001928909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1308762,"threshold_uncertainty_score":0.6928903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420174803783786,"score_gpt":0.3033722516565722,"score_spread":0.2891705036187344,"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."}}