{"id":"W4387637030","doi":"10.1007/s13555-023-01049-0","title":"Microneedling with a Novel, n-3-PUFA-Rich Formulation Accelerates Inflammation Resolution to Improve Skin Recovery Outcomes in Adults with Healthy Skin","year":2023,"lang":"en","type":"article","venue":"Dermatology and Therapy","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Medical Association","funders":"","keywords":"Erythema; Hyaluronic acid; Medicine; Dermatology; Inflammation; Human skin; Wound healing; Surgery; Internal 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":[0.0003423941,0.0002313926,0.0004296495,0.0001546087,0.0001313177,0.0001498101,0.0001861122,0.000296755,0.001806215],"category_scores_gemma":[0.000237612,0.00009060018,0.0002343708,0.00007272627,0.0001238718,0.0001988579,0.0001519678,0.0003064577,0.0001541226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001125914,"about_ca_system_score_gemma":0.0001329539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002069836,"about_ca_topic_score_gemma":0.0005191111,"domain_scores_codex":[0.9999005,0.00001969375,0.000009837633,0.00002737238,0.00002838941,0.00001419195],"domain_scores_gemma":[0.9998965,0.00002087793,0.00003968765,0.000005658864,0.00001419294,0.00002301598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.04928305,0.01467285,0.004774038,0.001330568,0.0001727224,0.0001607336,0.0001750612,0.0001244355,0.8343412,0.00008474694,0.0004323904,0.09444825],"study_design_scores_gemma":[0.01324666,0.6616369,0.08372562,0.0001597843,0.0005180645,0.001114837,0.0003171501,0.001062882,0.2337292,0.0001080798,0.00435265,0.00002807864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981823,0.000976709,0.0003607363,0.00003584778,0.00002606259,0.0001585587,0.00004030498,0.00001409747,0.0002055065],"genre_scores_gemma":[0.9952791,0.0008548779,0.002427469,0.00008671295,0.00002729291,0.0002087664,0.00006325955,0.000004973989,0.001047508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001806215,"threshold_uncertainty_score":0.006042421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04599631668778354,"score_gpt":0.3712524305762064,"score_spread":0.3252561138884228,"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."}}