{"id":"W3133302293","doi":"10.1016/j.bioactmat.2021.01.037","title":"Polydopamine-modified collagen sponge scaffold as a novel dermal regeneration template with sustained release of platelet-rich plasma to accelerate skin repair: A one-step strategy","year":2021,"lang":"en","type":"article","venue":"Bioactive Materials","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Platelet-rich plasma; Wound healing; Regeneration (biology); Angiogenesis; In vitro; Scaffold; Regenerative medicine; Biomedical engineering; Adhesion; Tissue engineering; Platelet; Sponge; Skin repair; Materials science; Chemistry; Cell biology; Surgery; Biochemistry; Medicine; Immunology; Cancer research; Biology; Cell","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002630532,0.0003624005,0.0007813878,0.0002087623,0.0001591312,0.00009744287,0.00007901246,0.0001994911,0.0002269586],"category_scores_gemma":[0.0001232587,0.0003055704,0.00008997698,0.0004560742,0.00006147892,0.0001402542,0.00005981399,0.00006290075,0.00004950216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002697538,"about_ca_system_score_gemma":0.0008015756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001040488,"about_ca_topic_score_gemma":0.0002084867,"domain_scores_codex":[0.9977229,0.0001548978,0.0006114668,0.0006312922,0.0004173933,0.0004620855],"domain_scores_gemma":[0.998272,0.00007763391,0.0002800482,0.0004816503,0.0006049939,0.0002836614],"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":[0.00923272,0.0009998665,0.0003247175,0.0003090904,0.0008419466,0.0008739392,0.0004443451,0.0001077728,0.985564,0.0008253633,0.0002250172,0.0002512293],"study_design_scores_gemma":[0.006132718,0.001644842,0.0136292,0.0002817768,0.0003482691,0.0003394861,0.0008155995,0.00004925177,0.9762545,0.00001524948,0.0001896958,0.0002993732],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962527,0.00005927859,0.0001055167,0.0004820686,0.0001972392,0.001229496,0.0003487389,0.0001341517,0.001190858],"genre_scores_gemma":[0.9923226,0.00002419426,0.003257115,0.0002099635,0.0002229345,0.0001337571,0.000419063,0.00006687276,0.003343542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01330448,"threshold_uncertainty_score":0.9999396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04076357334495707,"score_gpt":0.2986333834583894,"score_spread":0.2578698101134323,"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."}}