{"id":"W2971492033","doi":"10.1021/acsabm.9b00543","title":"Photodynamically Active Electrospun Fibers for Antibiotic-Free Infection Control","year":2019,"lang":"en","type":"article","venue":"ACS Applied Bio Materials","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"Engineering and Physical Sciences Research Council","keywords":"Antimicrobial; Biomaterial; Ultimate tensile strength; Scaffold; Electrospinning; Polyester; Fiber; Methylene blue; Photosensitizer","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006712556,0.0003557146,0.0005966726,0.0001168644,0.0002094362,0.0001983051,0.0006649859,0.0003403602,0.0007531632],"category_scores_gemma":[0.00005340138,0.000314044,0.0000837191,0.0003090856,0.0002017711,0.0001507687,0.0001415165,0.0001090547,0.0009864517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002138705,"about_ca_system_score_gemma":0.0001077237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006552264,"about_ca_topic_score_gemma":0.00001198315,"domain_scores_codex":[0.9973466,0.00005957332,0.0005962523,0.000809804,0.0003852227,0.0008024836],"domain_scores_gemma":[0.9982066,0.000259943,0.0003702244,0.0008846467,0.0001368861,0.00014176],"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":[0.0004747075,0.0001158868,0.00003777118,0.00007695064,0.00003978808,3.039418e-7,0.0000270417,0.000002212307,0.9809561,0.01593847,0.001799956,0.0005307553],"study_design_scores_gemma":[0.002205971,0.0002707343,0.001295011,0.00001830281,0.00006712059,0.000005322289,0.0000066542,0.000009509486,0.9828575,0.008696201,0.004179494,0.0003882191],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837386,0.00001291467,0.008891727,0.0004995728,0.0008376842,0.003328517,0.0006383776,0.0003611442,0.001691459],"genre_scores_gemma":[0.9877166,0.00002588761,0.009943534,0.0009014188,0.0002916688,0.0005537807,0.0002240275,0.00007076675,0.0002723651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00724227,"threshold_uncertainty_score":0.9999312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004075190806468215,"score_gpt":0.2244916326321986,"score_spread":0.2204164418257304,"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."}}