{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000341898,0.0009788371,0.0007718303,0.002455749,0.000270418,0.0006791804,0.0004969616,0.0009530776,0.00364816],"category_scores_gemma":[0.0002120551,0.0003860794,0.0004350776,0.001843583,0.0003237191,0.001122199,0.0006617542,0.001651361,0.002875286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005586365,"about_ca_system_score_gemma":0.0005722212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006537389,"about_ca_topic_score_gemma":0.001140681,"domain_scores_codex":[0.9998649,0.00001302959,0.00001664659,0.00002897704,0.00006109999,0.00001524099],"domain_scores_gemma":[0.9999161,0.00002399478,0.00002079302,0.000004455823,0.00002244114,0.00001231258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006448053,0.0001582057,0.0001127767,0.01526235,0.00008599852,0.0002711229,0.00007246471,0.0005020231,0.03357758,0.007478564,0.01654637,0.925868],"study_design_scores_gemma":[0.00001382385,0.000155711,0.0006523692,0.001557962,0.00007267162,0.001098638,0.00003046712,0.0001668708,0.007843384,0.001528461,0.9868592,0.0000205975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004076075,0.9966606,0.0004057973,0.0000911501,0.0001898677,0.00001063492,0.00001771814,0.00001329169,0.002203337],"genre_scores_gemma":[0.002742684,0.99324,0.0007207457,0.0001587756,0.0001530365,0.00001815064,0.00004443314,0.000003817443,0.002918406],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00364816,"threshold_uncertainty_score":0.01220429,"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."}}