{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007995069,0.0005359153,0.001014797,0.0001207538,0.0003509163,0.0001218271,0.0005865385,0.000356589,0.0006186037],"category_scores_gemma":[0.000210068,0.0005041088,0.0001385842,0.0004379915,0.0002427143,0.00009035786,0.0004849781,0.0005875698,0.00001272849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000211632,"about_ca_system_score_gemma":0.0004640148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003345435,"about_ca_topic_score_gemma":0.000005991526,"domain_scores_codex":[0.9968473,0.0002026002,0.000726459,0.0009132253,0.0006483519,0.0006620201],"domain_scores_gemma":[0.9979805,0.0008132288,0.0003628947,0.0003508091,0.00006083045,0.000431681],"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":[0.00003880258,0.0002182446,0.000003736821,0.01250353,0.0005354473,0.000066328,0.0002776569,0.000003160894,0.3386145,0.001414631,0.004417759,0.6419063],"study_design_scores_gemma":[0.0004122401,0.0000830534,1.859938e-7,0.0008857738,0.0005456097,0.00005024172,0.000008308597,0.001588808,0.09471104,0.00009385293,0.9011118,0.0005090998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008657194,0.9875835,0.007285522,0.0002430423,0.0002185307,0.002377582,0.001258843,0.0001455398,0.00002174443],"genre_scores_gemma":[0.00003801817,0.9378091,0.05906868,0.0003844211,0.0002336378,0.001742,0.000515211,0.0001055978,0.0001033433],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.896694,"threshold_uncertainty_score":0.9997411,"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."}}