{"id":"W4415566144","doi":"10.1021/acsabm.5c01641","title":"Engineered Niclosamide Loaded Nanofiber Platforms for Enhanced Antibacterial and Anticancer Efficacy","year":2025,"lang":"en","type":"article","venue":"ACS Applied Bio Materials","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Ministry of Education, India; National Institute of Technology Warangal","keywords":"Niclosamide; Nanofiber; HeLa; Biocompatibility; Cytotoxicity; Drug delivery; Polycaprolactone; Antibacterial activity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001132533,0.0004605646,0.0001868638,0.0003254811,0.0001144955,0.0002175438,0.000188865,0.0004033918,0.0005705087],"category_scores_gemma":[0.0001515739,0.0001377455,0.0001883751,0.0001163284,0.0001343978,0.0003596284,0.0001636495,0.0002057544,0.0002260657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002830825,"about_ca_system_score_gemma":0.0001342281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005274095,"about_ca_topic_score_gemma":0.001182874,"domain_scores_codex":[0.9999214,0.000006398632,0.000006705728,0.00002514927,0.00002341882,0.00001702487],"domain_scores_gemma":[0.9999005,0.00001336012,0.00004238045,0.00000482825,0.00002481641,0.00001412215],"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":[0.00002127732,0.00001042351,0.00002618816,0.00003489785,0.000002634169,0.0000435037,0.000007677549,0.0002027233,0.9985611,0.00005152539,0.00002395518,0.001014052],"study_design_scores_gemma":[0.000007968301,0.0001383045,0.0004966315,0.000006241139,0.000009885192,0.00007140589,0.000009346535,0.002794662,0.9951335,0.00002334797,0.001301306,0.000007396962],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845505,0.001927397,0.009911605,0.00007854431,0.00005625464,0.00007406912,0.0002441992,0.0002298395,0.002927589],"genre_scores_gemma":[0.9803948,0.001309871,0.01462978,0.0000603642,0.00002850701,0.000126289,0.0002436722,0.00003513613,0.003171575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005705087,"threshold_uncertainty_score":0.002053857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007402698963768439,"score_gpt":0.2551634981457103,"score_spread":0.2477607991819419,"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."}}