{"id":"W4282823345","doi":"10.3390/textiles2020020","title":"Fibers and Textiles for Personal Protective Equipment: Review of Recent Progress and Perspectives on Future Developments","year":2022,"lang":"en","type":"article","venue":"Textiles","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Textile; Cellulose fiber; Elastomer; Composite material; Polyester; Polymer; Fiber; Synthetic fiber; Surface modification; Polyurethane; Cellulose; Environmentally friendly; Polymer science; Nanotechnology; Mechanical engineering","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":[0.0009605509,0.001097639,0.001353715,0.00231535,0.0003843417,0.001534721,0.0007456256,0.001421437,0.003369113],"category_scores_gemma":[0.0006924836,0.0004182291,0.0006305618,0.003062743,0.0007058282,0.00290745,0.0008157751,0.001421792,0.001791768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000590018,"about_ca_system_score_gemma":0.0008372475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007117036,"about_ca_topic_score_gemma":0.001342636,"domain_scores_codex":[0.9996364,0.00005431964,0.00005127121,0.00008014322,0.0001376449,0.00004021408],"domain_scores_gemma":[0.9993236,0.0003431525,0.0001039631,0.00001981445,0.0001518338,0.00005751018],"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":[0.00009180571,0.0001406099,0.0003811918,0.02512926,0.00008086672,0.0002875816,0.0001809229,0.0008858612,0.007018691,0.008331287,0.02481333,0.9326587],"study_design_scores_gemma":[0.000008892987,0.0001974966,0.0009709092,0.003324405,0.00007912639,0.001155297,0.0002132805,0.0002272203,0.001595235,0.002573939,0.9896151,0.00003916895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002197771,0.9985123,0.0002008765,0.000205153,0.0001926247,0.000002427656,0.000008478922,0.000006471207,0.0006518781],"genre_scores_gemma":[0.0007907031,0.9978552,0.0003023835,0.0001754602,0.0002857195,0.000004280625,0.00002121329,0.000002469592,0.0005624632],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003369113,"threshold_uncertainty_score":0.01127082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135190102761139,"score_gpt":0.2895752725513622,"score_spread":0.2682233715237509,"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."}}