{"id":"W4310269984","doi":"10.1021/acsptsci.2c00191","title":"Loading and Release of Quercetin from Contact-Drawn Polyvinyl Alcohol Fiber Scaffolds","year":2022,"lang":"en","type":"article","venue":"ACS Pharmacology & Translational Science","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Research Nova Scotia; Canadian Institutes of Health Research; Killam Trusts; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Polyvinyl alcohol; Glyoxal; Quercetin; Fiber; Vinyl alcohol; Polymer chemistry; Chemical engineering; Materials science; Polymer; Chemistry; Organic chemistry; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001200193,0.0003141926,0.0001617437,0.0002219854,0.0000869473,0.0002180069,0.0001785088,0.0002798052,0.000420575],"category_scores_gemma":[0.000123666,0.0001251981,0.000230284,0.0001451548,0.0001315693,0.000317131,0.0001392862,0.0002657923,0.0001337504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001909732,"about_ca_system_score_gemma":0.00009300587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004822598,"about_ca_topic_score_gemma":0.0007866106,"domain_scores_codex":[0.9999205,0.000007074364,0.000005820811,0.00002192164,0.0000287671,0.00001591058],"domain_scores_gemma":[0.9998916,0.00002082069,0.00004042883,0.00001251937,0.00001472951,0.00001977559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001724382,0.0000115547,0.00004960302,0.00001010441,0.000001806013,0.00001892,0.000006435163,0.00006840727,0.9991622,0.00001250366,0.000004659067,0.0006365379],"study_design_scores_gemma":[0.000006678445,0.0002818422,0.001426595,0.000002897496,0.000008614588,0.00004402245,0.000007650824,0.001098346,0.9967293,0.00000804986,0.0003816019,0.000004504581],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946693,0.0004589278,0.004205814,0.00001854203,0.000008518072,0.00002662328,0.00007868195,0.00004054188,0.0004930011],"genre_scores_gemma":[0.9938487,0.0004250972,0.004459996,0.00001612958,0.000006411346,0.00002608715,0.0001436658,0.00001632227,0.001057619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004822598,"threshold_uncertainty_score":0.001406968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272189128363781,"score_gpt":0.2934204200059534,"score_spread":0.2806985287223155,"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."}}