{"id":"W6990537742","doi":"","title":"Donepezil-Loaded Nanocarriers for the Treatment of Alzheimer&rsquo;s Disease: Superior Efficacy of Extracellular Vesicles Over Polymeric Nanoparticles","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Extracellular vesicles in disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nanocarriers; Transcytosis; Drug; In vitro; Blood–brain barrier; Drug delivery; Pharmaceutical sciences; Drug carrier","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002192421,0.0003350635,0.0003635303,0.0001780369,0.0001155575,0.0004896594,0.0002168643,0.0004682165,0.0008003882],"category_scores_gemma":[0.0002198611,0.0001304329,0.0003543223,0.0001086596,0.0001467792,0.0004416239,0.0002639951,0.0004146929,0.0003117253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002967358,"about_ca_system_score_gemma":0.0001939232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001055002,"about_ca_topic_score_gemma":0.001309293,"domain_scores_codex":[0.9998868,0.00001896392,0.000008392275,0.00003236638,0.00002524009,0.00002830856],"domain_scores_gemma":[0.9999393,0.00001528472,0.00001494498,0.000005092425,0.00001329043,0.00001219629],"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":[0.001135172,0.000125186,0.0001046954,0.0003039785,0.0000406811,0.0001258075,0.00005629615,0.000280766,0.9753718,0.0002323713,0.0003754972,0.02184772],"study_design_scores_gemma":[0.0001646064,0.001519361,0.001089177,0.00003196441,0.000126203,0.0002703125,0.00003151336,0.002481769,0.9882046,0.00006655028,0.005991188,0.0000227858],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636064,0.02509601,0.006119192,0.0003878144,0.0002417574,0.0001034145,0.0002348058,0.0001784153,0.004032176],"genre_scores_gemma":[0.9892371,0.004923665,0.002796235,0.0001240231,0.00002861604,0.00005503486,0.0001279674,0.000032927,0.002674347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001055002,"threshold_uncertainty_score":0.002677619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.116458092076649,"score_gpt":0.4803124084568645,"score_spread":0.3638543163802155,"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."}}