{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000145315,0.000285742,0.0002311879,0.000174322,0.00009723828,0.0002537641,0.0003464286,0.000452226,0.001113738],"category_scores_gemma":[0.0002369864,0.0001850416,0.0002150708,0.0001497353,0.0001505694,0.0004471845,0.0002589049,0.0003290372,0.0002952295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001250086,"about_ca_system_score_gemma":0.00006851218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009644356,"about_ca_topic_score_gemma":0.000274041,"domain_scores_codex":[0.9998556,0.00000994261,0.000008644643,0.00004688186,0.00005181891,0.00002696762],"domain_scores_gemma":[0.9998553,0.00003854718,0.00004107649,0.0000213964,0.00002361147,0.00002008056],"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":[0.00004456869,0.00001589767,0.00004787614,0.00004107987,0.000003247923,0.00006803416,0.00001114975,0.00004072529,0.9958729,0.00004238796,0.0000740187,0.003738157],"study_design_scores_gemma":[0.00001284099,0.0002226847,0.001389418,0.000006049019,0.00001811185,0.0002189498,0.00001577589,0.001019487,0.9954244,0.00002865556,0.001637279,0.000006336126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443578,0.005673288,0.04428623,0.0002949026,0.0004911428,0.0000778096,0.0002171367,0.0004547764,0.004146809],"genre_scores_gemma":[0.9691252,0.001230362,0.02398517,0.0002478933,0.00008229799,0.0000501893,0.00009064252,0.00006647663,0.005121882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001113738,"threshold_uncertainty_score":0.003725827,"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."}}