{"id":"W4223972061","doi":"10.1016/j.biomaterials.2022.121479","title":"Flexible patch with printable and antibacterial conductive hydrogel electrodes for accelerated wound healing","year":2022,"lang":"en","type":"article","venue":"Biomaterials","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":201,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Institutes of Health","keywords":"Materials science; Wound healing; Biomedical engineering; Electrode; In vivo; Wound closure; Stimulation; Electrical conductor; Angiogenesis; Wound dressing; Nanotechnology; Medicine; Composite material; Surgery; Chemistry; Cancer research; Biology","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":[0.0002623689,0.0001590219,0.000376761,0.00007412923,0.0004046978,0.00006827305,0.00004157036,0.00006234441,0.0001549417],"category_scores_gemma":[0.00001333525,0.0001244953,0.0000282732,0.0001178534,0.00004452173,0.00006917884,0.00004249536,0.00002442805,0.000003260358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000115936,"about_ca_system_score_gemma":0.0001645728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006604015,"about_ca_topic_score_gemma":0.000008484903,"domain_scores_codex":[0.9989559,0.00004606149,0.0002245083,0.0003173879,0.0001400235,0.0003161228],"domain_scores_gemma":[0.9995562,0.0000335337,0.0001021209,0.0001533025,0.00006560698,0.00008925431],"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":[0.003825832,0.0002128945,0.005312934,0.0001257767,0.000216724,0.00001831036,0.0002086104,0.000002033253,0.9895459,0.0001952195,0.0001650294,0.0001707627],"study_design_scores_gemma":[0.005006256,0.002600002,0.004195781,0.00004307192,0.0001613549,0.000183875,0.0001718756,0.00002066814,0.9821759,0.0002984047,0.004966428,0.0001763907],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977326,0.000160275,0.00004602407,0.0002979739,0.0003186468,0.001059068,0.0001784263,0.0001244102,0.00008258447],"genre_scores_gemma":[0.9967318,0.00002235183,0.00185941,0.0001447792,0.0001657358,0.0002899847,0.0003931806,0.00003578138,0.0003570015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007369982,"threshold_uncertainty_score":0.5076771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05315351550210257,"score_gpt":0.3225607145106437,"score_spread":0.2694071990085411,"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."}}