{"id":"W7117115613","doi":"10.1080/17425247.2025.2609682","title":"Revolutionizing antiviral therapy: harnessing nanotechnology to unlock the power of phytoconstituents","year":2025,"lang":"en","type":"article","venue":"Expert Opinion on Drug Delivery","topic":"Curcumin's Biomedical Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Applications of nanotechnology; Standardization; Nanomedicine; CLARITY; Drug delivery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001305089,0.0001239123,0.0001312627,0.00009449757,0.0001555234,0.00001226577,0.0003292708,0.0001247567,0.00001152127],"category_scores_gemma":[0.00006811971,0.00009532324,0.00008057056,0.0003000584,0.0002269062,0.000003911973,0.000177133,0.00009532023,0.0000178486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002573706,"about_ca_system_score_gemma":0.00009938928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003433638,"about_ca_topic_score_gemma":0.000004367353,"domain_scores_codex":[0.9991056,0.00004966644,0.000220676,0.0003116558,0.0001240691,0.0001883226],"domain_scores_gemma":[0.9992915,0.00002920481,0.00006960681,0.0004906008,0.00008469014,0.00003438744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001155456,0.0001805529,0.0004221468,0.000006114584,0.00005751003,4.106651e-7,0.0002094267,0.00001129046,0.9038128,0.00123748,0.03914111,0.05480559],"study_design_scores_gemma":[0.0003683278,0.000063935,0.000565943,0.00009632218,0.000001142014,0.000001344324,0.0002445074,0.00002810302,0.4671451,0.000112509,0.531262,0.0001107521],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606485,0.01189934,0.008639699,0.01416197,0.001245472,0.0009322036,0.00002876598,0.00006361434,0.002380445],"genre_scores_gemma":[0.995652,0.001270885,0.0004315418,0.002177227,0.0001009905,0.0001055157,0.00002524029,0.000009974121,0.0002266736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4921209,"threshold_uncertainty_score":0.3887169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305820451320099,"score_gpt":0.2913102361983073,"score_spread":0.2782520316851063,"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."}}