{"id":"W4411125695","doi":"10.1016/j.cej.2025.164610","title":"Delivery vehicles containing bioactive substances used to alleviate food allergy: Categories, influence factors and future perspectives","year":2025,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Fundamental Research Funds for the Central Universities; National Key Research and Development Program of China; Graduate Research and Innovation Projects of Jiangsu Province; National Natural Science Foundation of China","keywords":"Business; Allergy; Food allergy; Food delivery; Environmental health; Food science; Medicine; Chemistry; Marketing; Immunology","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":[0.0009409242,0.0004655347,0.0006390258,0.0006955635,0.0002918685,0.001738876,0.000450069,0.000559094,0.002353029],"category_scores_gemma":[0.000602324,0.0002180021,0.0006257202,0.0004875025,0.000489382,0.001624435,0.0003932364,0.0006380901,0.0005998164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000442884,"about_ca_system_score_gemma":0.0005381028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005036912,"about_ca_topic_score_gemma":0.0008133492,"domain_scores_codex":[0.9996597,0.00006684122,0.00002503003,0.00006500833,0.00007861381,0.0001048256],"domain_scores_gemma":[0.9996014,0.0001628624,0.00008743265,0.00001648211,0.0000929966,0.00003880492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001401121,0.0006001151,0.005133877,0.003332113,0.0001085614,0.0005881762,0.0003442446,0.0007549423,0.6008342,0.01126688,0.001756318,0.3738794],"study_design_scores_gemma":[0.0001281618,0.00660956,0.01624168,0.0007870598,0.000641131,0.002061732,0.001403324,0.003642164,0.7857194,0.007594264,0.1750517,0.0001198593],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4397626,0.4738345,0.05741732,0.004780582,0.0008958331,0.0005334309,0.0005099238,0.0003509995,0.0219148],"genre_scores_gemma":[0.6734923,0.2764332,0.03154044,0.00169249,0.0007872642,0.0004768013,0.0005518869,0.0001334035,0.01489228],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002353029,"threshold_uncertainty_score":0.007871687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241927895922258,"score_gpt":0.2528758411481029,"score_spread":0.2404565621888803,"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."}}