{"id":"W4281665291","doi":"10.1021/acsbiomaterials.1c01436","title":"Polydopamine Biomaterials for Skin Regeneration","year":2022,"lang":"en","type":"review","venue":"ACS Biomaterials Science & Engineering","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Regeneration (biology); Biomaterial; Bioadhesive; Biocompatibility; Wound healing; Extracellular matrix; Cell adhesion; Nanotechnology; Materials science; Self-healing hydrogels; Biomedical engineering; Adhesion; Chemistry; Cell biology; Drug delivery; Biochemistry; Polymer chemistry; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001282244,0.0005051834,0.0015878,0.0007339397,0.0003772973,0.0002494025,0.0003588024,0.0001822922,0.0001385297],"category_scores_gemma":[0.0002901384,0.0004060559,0.0002600607,0.0008068901,0.00009831449,0.0001705576,0.0001527436,0.00003506945,0.00003976071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006058434,"about_ca_system_score_gemma":0.0006222718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004326565,"about_ca_topic_score_gemma":5.249404e-7,"domain_scores_codex":[0.9971994,0.00004038497,0.000860221,0.0007463443,0.0004859482,0.0006676822],"domain_scores_gemma":[0.9987047,0.0001064641,0.0003079014,0.0005988445,0.00006794059,0.0002141159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002856978,0.0001516639,0.000001047281,0.0114603,0.0001970656,0.00005272628,0.00008964204,0.00001558072,0.8243257,0.0006896657,0.0001901791,0.1627979],"study_design_scores_gemma":[0.0003792581,0.0002406477,0.000005366374,0.002184978,0.0005826549,0.0002866841,0.000004661358,0.00001928878,0.2177341,0.000005672205,0.7782034,0.000353192],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03074202,0.9610376,0.0001956222,0.00004785,0.004751852,0.002406611,0.0004057887,0.0003769957,0.00003569292],"genre_scores_gemma":[0.002667463,0.9896101,0.004070978,0.00002453747,0.001022963,0.001139296,0.001142155,0.0001300158,0.0001925143],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7780133,"threshold_uncertainty_score":0.9998391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08377238294361142,"score_gpt":0.3734289847215041,"score_spread":0.2896566017778927,"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."}}