{"id":"W4393255176","doi":"10.1016/j.ijbiomac.2024.131207","title":"Advancements in 3D-printable polysaccharides, proteins, and synthetic polymers for wound dressing and skin scaffolding – A review","year":2024,"lang":"en","type":"review","venue":"International Journal of Biological Macromolecules","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Saskatchewan; Université de Montréal; University of Guelph; École de Technologie Supérieure","funders":"","keywords":"Wound dressing; Wound healing; Polylactic acid; Scaffold; Artificial skin; Hyaluronic acid; Polycaprolactone; 3d printed; PLGA; Biomedical engineering; Synthetic polymer; Skin repair; Regeneration (biology); Medicine; Materials science; Nanotechnology; Polymer; Surgery; Composite material; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004890973,0.0002832436,0.001200006,0.0003048665,0.00004200154,0.00008099738,0.0001524329,0.0001577717,0.00002201686],"category_scores_gemma":[0.0002635657,0.0001700324,0.0002631836,0.0001036806,0.00008489277,0.00005596971,0.0001088486,0.0003078213,0.000002955862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002074315,"about_ca_system_score_gemma":0.0001843952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001539274,"about_ca_topic_score_gemma":0.000002280238,"domain_scores_codex":[0.9982559,0.0000809524,0.0008960075,0.0003140525,0.0002459102,0.0002071496],"domain_scores_gemma":[0.9990539,0.0001669552,0.000470878,0.00008301539,0.0001061058,0.0001191517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007549635,0.0001187157,0.00005310058,0.01068314,0.0005740902,0.0004315968,0.00001805223,4.037006e-8,0.00007770078,0.0001379688,0.00001868627,0.9878114],"study_design_scores_gemma":[0.001878085,0.0009619958,0.00007716588,0.5242918,0.002843331,0.007630927,0.00005367757,0.00001649193,0.00007623268,0.001322083,0.4603823,0.0004659244],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002396786,0.9958778,0.0001280836,0.0004373926,0.000261616,0.0007865739,0.00005035537,0.000009081705,0.00005233805],"genre_scores_gemma":[0.00258619,0.9922721,0.004638145,0.0001663698,0.00016056,0.00006646913,0.00003319046,0.00002398072,0.00005299805],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9873455,"threshold_uncertainty_score":0.6933721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06402883832212893,"score_gpt":0.4091749508437298,"score_spread":0.3451461125216009,"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."}}