{"id":"W2110664291","doi":"10.1002/pat.1813","title":"Biomedical applications of nanofibers","year":2010,"lang":"en","type":"article","venue":"Polymers for Advanced Technologies","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":237,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nanofiber; Electrospinning; Materials science; Nanotechnology; Drug delivery; Tissue engineering; Polymer; Biomedical engineering; Composite material; Medicine","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":[0.000387432,0.0004559852,0.0002037104,0.0007317265,0.0003627377,0.0003912751,0.0001946954,0.0007775982,0.003088762],"category_scores_gemma":[0.0002848376,0.0001176307,0.0003338626,0.0002652296,0.0002254619,0.0005119716,0.0003183481,0.000353364,0.0008782039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482928,"about_ca_system_score_gemma":0.000117388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002011821,"about_ca_topic_score_gemma":0.0002646125,"domain_scores_codex":[0.9998137,0.00002489734,0.00001433781,0.00005260915,0.00007500665,0.00001955876],"domain_scores_gemma":[0.9998338,0.00005774548,0.00004063177,0.00001094644,0.00004117311,0.00001568806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005267737,0.00004579038,0.0002395319,0.001112607,0.00002524826,0.0006730798,0.0001242837,0.0004563621,0.9142802,0.002921911,0.002305975,0.07776222],"study_design_scores_gemma":[0.00001708261,0.000372947,0.001979367,0.0002384268,0.00004574369,0.002407524,0.00007167712,0.001684025,0.8168629,0.00159161,0.1746973,0.00003140619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.330521,0.4106365,0.09481015,0.004016452,0.003833026,0.0004632953,0.0008797302,0.001357624,0.1534822],"genre_scores_gemma":[0.7976217,0.1188234,0.04602735,0.001430381,0.001225238,0.0003111325,0.0005534442,0.0001030827,0.0339044],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003088762,"threshold_uncertainty_score":0.010333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004522605654596514,"score_gpt":0.2618451455042823,"score_spread":0.2573225398496858,"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."}}