{"id":"W3215536639","doi":"10.1016/j.drudis.2021.11.024","title":"Engineering nanoparticle therapeutics for impaired wound healing in diabetes","year":2021,"lang":"en","type":"review","venue":"Drug Discovery Today","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Medicine; Diabetes mellitus; Wound healing; Drug delivery; Disease; Bioinformatics; Intensive care medicine; Surgery; Pathology; Nanotechnology; Endocrinology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002933697,0.0003587446,0.001531769,0.0001445785,0.00005798277,0.00009271188,0.00008340994,0.000166657,0.000009326311],"category_scores_gemma":[0.00005998384,0.0002826476,0.000478816,0.0002801822,0.00001798874,0.0001002072,0.0000359811,0.000258468,0.00001379404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003426138,"about_ca_system_score_gemma":0.0004114069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000269927,"about_ca_topic_score_gemma":0.00001394278,"domain_scores_codex":[0.9983317,0.00006035814,0.0005419132,0.0004078313,0.0001664295,0.0004917649],"domain_scores_gemma":[0.9989685,0.000412371,0.0001134576,0.0003757069,0.00003178314,0.00009813133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006220495,0.001944594,0.002810048,0.09055834,0.003154348,0.0002827823,0.001569525,0.0002238521,0.00009507676,0.0008446636,0.0007666635,0.8976879],"study_design_scores_gemma":[0.001355866,0.0001054366,0.00005853155,0.03279592,0.001863239,0.00001824041,0.00008644207,0.000364157,0.0001703551,0.00003653449,0.962701,0.0004442901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01363228,0.984597,0.00001987917,0.0001475386,0.0003969822,0.001034139,0.0000809953,0.00005398243,0.00003722095],"genre_scores_gemma":[0.004349947,0.9928654,0.000322276,0.0001422914,0.0002497685,0.0002517327,0.000518845,0.0001043872,0.001195281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9619343,"threshold_uncertainty_score":0.9999626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0504866734350058,"score_gpt":0.34283948064843,"score_spread":0.2923528072134242,"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."}}