{"id":"W4402624459","doi":"10.1021/acsami.4c13561","title":"Multifunctional Nanofiber Membranes Constructed by Microfluidic Blow-Spinning to Inhibit Scar Formation at Early Intervention Stage","year":2024,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spinning; Materials science; Nanofiber; Membrane; Microfluidics; Nanotechnology; Electrospinning; Stage (stratigraphy); Chemical engineering; Composite material; Polymer; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001529692,0.0003804806,0.000126989,0.0001987041,0.0001115425,0.000110023,0.0001355998,0.0003138444,0.0004687186],"category_scores_gemma":[0.0001651409,0.0001007284,0.0002943315,0.0000825199,0.0001175209,0.0002775945,0.0001216002,0.0002316352,0.0001157322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001787941,"about_ca_system_score_gemma":0.0001427254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003336825,"about_ca_topic_score_gemma":0.0004651497,"domain_scores_codex":[0.9999275,0.000007471856,0.000006234639,0.00002247534,0.00002201914,0.00001426081],"domain_scores_gemma":[0.9999083,0.00001481281,0.00004418073,0.000006304486,0.00001420853,0.00001210572],"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":[0.00001934581,0.000007322437,0.00005234585,0.0000350056,0.000002837324,0.00004086863,0.000006206837,0.00009294017,0.9977924,0.00006376492,0.00002545551,0.001861484],"study_design_scores_gemma":[0.000009592118,0.0001303041,0.001049825,0.000003823698,0.000008475902,0.0001545465,0.000006191571,0.001238517,0.9959849,0.00002663717,0.001380872,0.00000626774],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658644,0.002897694,0.02911324,0.0001220185,0.00009519197,0.00007224371,0.0001900867,0.0002194948,0.001425552],"genre_scores_gemma":[0.9735344,0.001407081,0.02325691,0.00006924386,0.00003112065,0.00007900253,0.0001468032,0.00001758278,0.001457908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004687186,"threshold_uncertainty_score":0.001568079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007698112457774487,"score_gpt":0.2434092017263156,"score_spread":0.2357110892685411,"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."}}