{"id":"W4413245283","doi":"10.1007/s12221-025-01111-y","title":"Electrospun Carboxymethylcellulose as a Scaffold for Biomedical Applications","year":2025,"lang":"en","type":"article","venue":"Fibers and Polymers","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"School of Science, Monash University Malaysia; Monash University Malaysia; Monash University","keywords":"Materials science; Electrospinning; Membrane; Biocompatibility; Polycaprolactone; Tissue engineering; Contact angle; PEG ratio; Polyethylene glycol; Chemical engineering; Emulsion; Biomedical engineering; Polymer chemistry; Polymer; Composite material; 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":[0.00025909,0.0001764957,0.0002277962,0.0001651768,0.000354907,0.00006628993,0.000304622,0.0001695091,0.0002465386],"category_scores_gemma":[0.0000221817,0.0001610529,0.00008167808,0.0006219044,0.00047228,0.00005657201,0.00007408261,0.00009415246,0.00005791679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006273943,"about_ca_system_score_gemma":0.0002118412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008259914,"about_ca_topic_score_gemma":0.000005872973,"domain_scores_codex":[0.9985076,0.00002889,0.0002932435,0.0004927089,0.0001987078,0.000478802],"domain_scores_gemma":[0.9990489,0.000278381,0.00007682606,0.0003362718,0.00004811037,0.0002114944],"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":[0.00004474572,0.00009972914,0.00004036735,0.00006610571,0.00003116346,5.539476e-7,0.00008674273,9.970636e-8,0.8779226,0.08432602,0.01175135,0.0256305],"study_design_scores_gemma":[0.0008446499,0.0002004607,0.00006317965,0.0000309442,0.0001013162,0.000008451062,0.00007691616,0.00009838351,0.4930327,0.03416054,0.4710889,0.0002935957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1162483,0.02565905,0.7132078,0.05142006,0.002010368,0.008346899,0.0008586999,0.001425488,0.08082335],"genre_scores_gemma":[0.6427663,0.001253664,0.2152078,0.02036634,0.001453766,0.01264947,0.000832374,0.0002052375,0.105265],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.526518,"threshold_uncertainty_score":0.6567545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004047171490233497,"score_gpt":0.2645343408684994,"score_spread":0.2604871693782659,"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."}}