{"id":"W4307703624","doi":"10.3390/pharmaceutics14112306","title":"Films, Gels and Electrospun Fibers from Serum Albumin Globular Protein for Medical Device Coating, Biomolecule Delivery and Regenerative Engineering","year":2022,"lang":"en","type":"review","venue":"Pharmaceutics","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Biomaterial; Albumin; Regenerative medicine; Tissue engineering; Drug delivery; Biomedical engineering; Chemistry; Serum albumin; Materials science; Nanotechnology; Biochemistry; Cell; 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":[0.0002590088,0.0008325021,0.0005356667,0.002428467,0.0002081497,0.0004258328,0.0003642701,0.0006674884,0.001983634],"category_scores_gemma":[0.0001872415,0.000246223,0.000362722,0.001428059,0.0002220244,0.0006623133,0.0003626916,0.0007105386,0.001271448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003047847,"about_ca_system_score_gemma":0.0003096384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003957064,"about_ca_topic_score_gemma":0.00114309,"domain_scores_codex":[0.9998668,0.00001352323,0.00001516216,0.00002200223,0.00006959734,0.00001282892],"domain_scores_gemma":[0.9999491,0.0000168732,0.00001335802,0.000002488475,0.00001308931,0.000005119828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007310614,0.0002026924,0.0001437532,0.02311517,0.0000906163,0.0005465154,0.00009931933,0.0006569696,0.2072616,0.007090192,0.01298967,0.7477304],"study_design_scores_gemma":[0.00002313707,0.0003127547,0.001573328,0.002196204,0.0001050571,0.002219373,0.00004928383,0.0004575964,0.08092532,0.001711069,0.9103895,0.00003730811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002556208,0.9872356,0.00240064,0.000155723,0.0004152011,0.00005814122,0.00006689429,0.00003743523,0.007074167],"genre_scores_gemma":[0.01598826,0.9662428,0.004857009,0.000318416,0.000287321,0.0001067933,0.000168297,0.00001566309,0.01201549],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002428467,"threshold_uncertainty_score":0.006635964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04402520763326032,"score_gpt":0.350144610439543,"score_spread":0.3061194028062827,"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."}}