{"id":"W3097214350","doi":"10.1039/d0bm01772h","title":"Bioinspired zwitterionic polyphosphoester modified porous silicon nanoparticles for efficient oral insulin delivery","year":2020,"lang":"en","type":"article","venue":"Biomaterials Science","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"National Natural Science Foundation of China","keywords":"Schematic; Porous silicon; Nanoparticle; Mucus; Chemistry; Silicon; Biophysics; Nanotechnology; Materials science; Optoelectronics; Biology","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":[0.00009444703,0.0002055487,0.00009678369,0.00009447865,0.00004563178,0.0001308237,0.0001255103,0.0002433581,0.0004444975],"category_scores_gemma":[0.00009795489,0.0001191778,0.0001571696,0.00007720455,0.0001230271,0.000160594,0.0001219681,0.0001789626,0.0001403556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001331468,"about_ca_system_score_gemma":0.0001275255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003559747,"about_ca_topic_score_gemma":0.0005790485,"domain_scores_codex":[0.9999521,0.000005051275,0.000004863911,0.00001061396,0.00001745683,0.000009910556],"domain_scores_gemma":[0.9999586,0.00001005434,0.00001556239,0.00000316777,0.000006673708,0.000005796537],"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":[0.00001941979,0.000004030611,0.00003714295,0.00001760633,0.000002124842,0.00002000105,0.000003401711,0.00009181034,0.9988833,0.00003001577,0.00001156996,0.0008795232],"study_design_scores_gemma":[0.000007355911,0.00009510459,0.000679783,0.000001497354,0.000006957918,0.00007218745,0.000005348059,0.001468042,0.997049,0.00001459574,0.0005971747,0.000002838738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935737,0.0009358302,0.004424638,0.00003617278,0.00002119523,0.00001357486,0.00004993772,0.00005238561,0.0008925454],"genre_scores_gemma":[0.9939271,0.0005941501,0.00428888,0.00002774079,0.000007933671,0.00001649492,0.0000796864,0.00001252426,0.001045514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004444975,"threshold_uncertainty_score":0.001487017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233907998449119,"score_gpt":0.2736517817139101,"score_spread":0.2502609818689982,"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."}}