{"id":"W4403497488","doi":"10.1002/aocs.12907","title":"Liposomes as sustainable delivery systems in food, cosmetic, and pharmaceutical applications","year":2024,"lang":"en","type":"article","venue":"Journal of the American Oil Chemists Society","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Liposome; Business; Food delivery; Agriculture; Biotechnology; Delivery system; Food systems; Chemistry; Food science; Biochemical engineering; Nanotechnology; Medicine; Engineering; Materials science; Commerce; Biomedical engineering; Food security; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0008375907,0.0001319103,0.0002810478,0.00003556956,0.000106137,0.000204075,0.0003586692,0.00003804397,0.00001613325],"category_scores_gemma":[0.00007806057,0.00009396159,0.0001786381,0.0005298665,0.0004876249,0.0002060132,0.0001594079,0.0003226293,0.00001440093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003553521,"about_ca_system_score_gemma":0.0003316738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001067447,"about_ca_topic_score_gemma":9.560703e-7,"domain_scores_codex":[0.9986045,0.00009196077,0.0003932826,0.0002009568,0.0003840028,0.000325241],"domain_scores_gemma":[0.9988985,0.0003303403,0.0002501618,0.0002099585,0.0001699955,0.0001410196],"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":[0.00004744248,0.00009792061,0.0002710221,0.0004405877,0.00005813138,0.00003090262,0.0006962707,0.00025395,0.9920491,0.0003880241,0.00271646,0.002950173],"study_design_scores_gemma":[0.0008872182,0.0002110649,0.0002606175,0.000356634,0.0001925859,0.0006765945,0.01051609,0.002937121,0.9346126,0.0005164331,0.04846948,0.0003634996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887831,0.009187906,0.00004562697,0.001522229,0.0001410569,0.00008666303,0.000008002761,0.00002840203,0.0001970327],"genre_scores_gemma":[0.9974529,0.001034132,0.0003605411,0.0003861819,0.0002014989,0.00002341808,2.594518e-7,0.00001869644,0.0005224061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05743646,"threshold_uncertainty_score":0.3831643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008998578418889564,"score_gpt":0.2675984106099311,"score_spread":0.2585998321910415,"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."}}