{"id":"W4390404100","doi":"10.3390/pharmaceutics16010058","title":"Intranasal Drug Delivery by Nanotechnology: Advances in and Challenges for Alzheimer’s Disease Management","year":2023,"lang":"en","type":"article","venue":"Pharmaceutics","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Drug delivery; Nasal administration; Nanotechnology; Medicine; Disease; Pharmacology; Materials science; Pathology","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":[0.001191579,0.0005313511,0.0009025602,0.001029382,0.0003989736,0.001328399,0.000612233,0.001325862,0.001659754],"category_scores_gemma":[0.0008777542,0.0002976575,0.0005822162,0.0008167552,0.0007133928,0.002332028,0.0008831666,0.002099903,0.0007212019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006436672,"about_ca_system_score_gemma":0.001436829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009020044,"about_ca_topic_score_gemma":0.001512058,"domain_scores_codex":[0.9995779,0.00009997703,0.00005071356,0.00006708204,0.0001607612,0.00004352703],"domain_scores_gemma":[0.9994604,0.0002432176,0.00006750894,0.0000205417,0.0001695998,0.00003876261],"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":[0.0001134866,0.0001237317,0.0005542482,0.01318015,0.00008587168,0.0005705155,0.000351893,0.001005948,0.02416016,0.02557796,0.02270804,0.911568],"study_design_scores_gemma":[0.00001515044,0.0003446847,0.0007278161,0.002617053,0.0000924123,0.001537566,0.0002398116,0.0009997481,0.008328876,0.009412499,0.975634,0.00005035206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001128732,0.992617,0.002039473,0.002053017,0.0004071406,0.00001060384,0.00001731872,0.00002075966,0.001705988],"genre_scores_gemma":[0.005684577,0.9895132,0.002733943,0.0006541857,0.0003985685,0.00001999469,0.00002988881,0.000007518644,0.0009580305],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001659754,"threshold_uncertainty_score":0.006301761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1499911509435538,"score_gpt":0.4335280330465608,"score_spread":0.283536882103007,"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."}}