{"id":"W4400774902","doi":"10.1002/adfm.202403440","title":"Next‐Generation Wound Care: Aptamer‐Conjugated Polydiacetylene/Polyurethane Nanofibrous Biosensors for Selective In Situ Colorimetric Detection of <i>Pseudomonas</i>","year":2024,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Polydiacetylene-based materials and applications","field":"Chemistry","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; Research Manitoba; Lubrizol; Cystic Fibrosis Foundation","keywords":"Materials science; Polyurethane; Conjugated system; Aptamer; Biosensor; In situ; Nanotechnology; Nanofiber; Polymer; Composite material; Organic chemistry; Chemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002203214,0.0003395216,0.0004841238,0.0003186785,0.0001474975,0.00013201,0.0001183382,0.0002849014,0.0001773747],"category_scores_gemma":[0.0001322479,0.000350523,0.0001331019,0.0007240463,0.00008936871,0.0003840121,0.00003598213,0.000108602,0.00003424708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003711046,"about_ca_system_score_gemma":0.0001875576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001749015,"about_ca_topic_score_gemma":0.00008225907,"domain_scores_codex":[0.9978895,0.00005640976,0.000736889,0.0006535847,0.0002587498,0.0004048479],"domain_scores_gemma":[0.9988708,0.0002761115,0.00024239,0.000281084,0.0002445954,0.00008501538],"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":[0.0006698429,0.00008067396,0.000006744925,0.0004517956,0.00007054114,0.000001929831,0.00009741584,0.0003012603,0.9930968,0.001301981,0.00009407444,0.003826964],"study_design_scores_gemma":[0.001117551,0.0001494819,0.00008891497,0.00009668416,0.00008074857,0.00001501681,0.0001643526,0.00006968185,0.9944019,0.0005212421,0.002953742,0.0003406727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926192,0.001734008,0.001526657,0.00008668258,0.001807547,0.0006393607,0.0009537017,0.0002217671,0.0004111085],"genre_scores_gemma":[0.9956576,0.0001864455,0.001148228,0.00005346093,0.000788177,0.0008720789,0.0009445755,0.00008064409,0.0002687416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003486291,"threshold_uncertainty_score":0.9998947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891954127971431,"score_gpt":0.2488062378489093,"score_spread":0.229886696569195,"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."}}