{"id":"W4376456304","doi":"10.1039/d3tb00639e","title":"Recent advances in novel materials and techniques for developing transparent wound dressings","year":2023,"lang":"en","type":"review","venue":"Journal of Materials Chemistry B","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canada Research Chairs","keywords":"Materials science; Wound healing; Nanotechnology; Key (lock); Fabrication; Biomedical engineering; Computer science; Medicine; Surgery; Pathology; Computer security","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007847326,0.000334872,0.002274509,0.00011324,0.00004593433,0.00008451372,0.000108299,0.0003222254,0.00003345601],"category_scores_gemma":[0.000146911,0.0002394409,0.0001275786,0.00009821475,0.00004020335,0.00008210861,0.00002440494,0.0001507742,0.00000133269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004107412,"about_ca_system_score_gemma":0.0006589667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002409684,"about_ca_topic_score_gemma":7.544765e-7,"domain_scores_codex":[0.9977896,0.00003230404,0.001490452,0.000231243,0.0002060791,0.0002503538],"domain_scores_gemma":[0.9984372,0.0001212484,0.001087013,0.0001285651,0.0001367781,0.00008916628],"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":[0.0005782602,0.0003044502,0.000005794032,0.3038829,0.000599912,0.0002645342,0.0001608506,1.053351e-7,0.09887272,0.00001037222,0.0001588582,0.5951613],"study_design_scores_gemma":[0.0008901811,0.00007799895,0.000005061812,0.08763838,0.0007242569,0.0008210528,0.00001747416,1.159012e-8,0.1695312,0.00008596553,0.7400114,0.0001970614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006675661,0.9917736,0.00004078207,0.0001564197,0.0004308888,0.000642354,0.0002177317,0.00002920831,0.00003337804],"genre_scores_gemma":[0.00005949822,0.9951524,0.003700914,0.00001893691,0.0006367632,0.00009657516,0.0001371061,0.00006592888,0.000131881],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7398525,"threshold_uncertainty_score":0.9764118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1392609567804652,"score_gpt":0.4238340357884832,"score_spread":0.284573079008018,"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."}}