{"id":"W4402271200","doi":"10.1002/adhm.202401461","title":"Integration of Functional Polymers and Biosensors to Enhance Wound Healing","year":2024,"lang":"en","type":"review","venue":"Advanced Healthcare Materials","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"University of California, Riverside; California Institute for Regenerative Medicine; National Science Foundation","keywords":"Biosensor; Nanotechnology; Polycaprolactone; Fibroin; Materials science; Polylactic acid; Polymer; Biomedical engineering; SILK; Medicine","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":[0.0004198314,0.0009657011,0.0008840873,0.002124897,0.0001576756,0.0007131966,0.0006108499,0.001177956,0.002368604],"category_scores_gemma":[0.0004164844,0.0004250819,0.0006107268,0.00125786,0.0003546124,0.00105427,0.0004924219,0.001720511,0.00162303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003955069,"about_ca_system_score_gemma":0.0003144326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000360606,"about_ca_topic_score_gemma":0.0004742219,"domain_scores_codex":[0.9997472,0.00003515156,0.00002127517,0.00004953469,0.0001160873,0.0000306238],"domain_scores_gemma":[0.9998648,0.00005697089,0.00002786923,0.000006540593,0.00003473062,0.000009119542],"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":[0.0000797435,0.0002487429,0.000189418,0.02888465,0.0001439321,0.0003555608,0.00009860803,0.001141946,0.1049862,0.01179008,0.01013808,0.841943],"study_design_scores_gemma":[0.00002326541,0.0003435545,0.0009156457,0.001995854,0.0001363768,0.001623489,0.00004645184,0.000632742,0.05176537,0.002135959,0.9403383,0.00004311739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001426419,0.9904079,0.002688654,0.0002240775,0.0003817344,0.00002675684,0.00003175214,0.00004206708,0.004770643],"genre_scores_gemma":[0.009670327,0.9828279,0.003094776,0.0003168431,0.0002327058,0.00005471262,0.00005804233,0.00001049652,0.003734168],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002368604,"threshold_uncertainty_score":0.007923782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07343677338357062,"score_gpt":0.4390479384702103,"score_spread":0.3656111650866397,"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."}}