{"id":"W4281640854","doi":"10.1080/15440478.2022.2073505","title":"Fabrication of Cellulosic Nonwoven-Based Wound Dressings Coated with CTAB-Loaded Double Network PAMPS/PNaA Hydrogels","year":2022,"lang":"en","type":"article","venue":"Journal of Natural Fibers","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; University of Saskatchewan; University of Prince Edward Island","funders":"","keywords":"Materials science; Self-healing hydrogels; Fourier transform infrared spectroscopy; Composite material; Electrospinning; Contact angle; Coating; Nonwoven fabric; Scanning electron microscope; Swelling; Chemical engineering; Polymer chemistry; Fiber; Polymer","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":[0.0003206171,0.0001565282,0.0004333659,0.0001659482,0.0002095105,0.00001904903,0.0001193771,0.0000592015,0.00009083137],"category_scores_gemma":[0.00001747429,0.0001119733,0.0001642172,0.0005261669,0.00006619631,0.00009463549,0.000019687,0.0006185255,0.00000257558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003419174,"about_ca_system_score_gemma":0.0003636538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000661006,"about_ca_topic_score_gemma":0.000003442788,"domain_scores_codex":[0.9983605,0.00007237394,0.0004862029,0.0001463265,0.0006821501,0.0002524164],"domain_scores_gemma":[0.9984941,0.0001087664,0.0007825697,0.000177641,0.0002967342,0.0001401275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.1047327,0.008103967,0.337037,0.001733541,0.008249901,0.00439863,0.007912661,0.1143548,0.3022838,0.0004155917,0.08987685,0.02090056],"study_design_scores_gemma":[0.1862131,0.03438471,0.1529352,0.006155017,0.009934051,0.007026407,0.003835178,0.01155622,0.4864693,0.001289991,0.09746324,0.002737638],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995516,0.001765592,0.00005655796,0.001579804,0.0004503621,0.0002519549,0.000006294596,0.0000194021,0.0003540216],"genre_scores_gemma":[0.9969607,0.00001215194,0.001687897,0.0003684178,0.0002087568,0.000005386262,0.00005156526,0.00002389602,0.0006812583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1841855,"threshold_uncertainty_score":0.4566137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725361166776271,"score_gpt":0.2674786139513466,"score_spread":0.2502250022835839,"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."}}