{"id":"W3120638709","doi":"10.3390/nano11010084","title":"The Development of Solvent Cast Films or Electrospun Nanofiber Membranes Made from Blended Poly Vinyl Alcohol Materials with Different Degrees of Hydrolyzation for Optimal Hydrogel Dissolution and Sustained Release of Anti-Infective Silver Salts","year":2021,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia Hospital","funders":"","keywords":"Vinyl alcohol; Membrane; Materials science; Dissolution; Electrospinning; Chemical engineering; Solvent; Hydrolysis; Nanofiber; Polymer chemistry; Composite material; Polymer; Chemistry; Organic chemistry","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":[0.0002350673,0.0002397072,0.000763278,0.00006238359,0.0001471476,0.00002408382,0.00005319736,0.0001132734,0.00006445873],"category_scores_gemma":[0.00009893023,0.0001389676,0.00006426938,0.00008902465,0.00009713511,0.00007029354,0.00004272877,0.00002446667,4.800717e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008337702,"about_ca_system_score_gemma":0.000426654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001372292,"about_ca_topic_score_gemma":0.0001035418,"domain_scores_codex":[0.9982925,0.00009675522,0.0007629909,0.0002992416,0.00026427,0.0002842317],"domain_scores_gemma":[0.9986741,0.0002169774,0.0005116366,0.0002399166,0.0002813244,0.00007603838],"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":[0.004926388,0.0004564502,0.002836675,0.0005834909,0.0006232898,0.00001214331,0.0008267234,0.00001409594,0.9893801,0.00007791679,0.000005889036,0.0002568244],"study_design_scores_gemma":[0.004389375,0.00069535,0.05390615,0.0003857556,0.0004199288,0.00002807829,0.0002649763,0.00007483494,0.939661,0.00003572435,0.00001262969,0.0001262463],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977511,0.0003984483,0.0003110429,0.0000667319,0.0001371633,0.0009495549,0.0003583267,0.00002033194,0.000007337229],"genre_scores_gemma":[0.9943833,0.0001263899,0.004724359,0.000006240975,0.00004237779,0.000115491,0.0004445795,0.00003197192,0.0001253409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05106948,"threshold_uncertainty_score":0.5666934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01700453325062204,"score_gpt":0.2727082895491224,"score_spread":0.2557037562985003,"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."}}