{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"5cb777fc75e9","filters":{"venue":"Modern Applications of Bioequivalence & Bioavailability"}},"results":[{"id":"W4250247634","doi":"10.19080/mabb.2017.02.555584","title":"Enhanced Efficacy and Bioavailability of Skin-Care Ingredients Using Liposome and Nano-liposome Technology","year":2017,"lang":"en","type":"article","venue":"Modern Applications of Bioequivalence & Bioavailability","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Liposome; Bioavailability; Pharmacology; Skin care; Chemistry; Medicine; Nanotechnology; Materials science; Organic chemistry","authors":[{"name":"Mozafari MR","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07863668478903062,"gpt":0.4267295947226366,"spread":0.3480929099336059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006557791,0.0003744772,0.0006290321,0.0002593593,0.0007305203,0.00002750184,0.0009759525,0.0005312621,0.00009544138],"category_scores_gemma":[0.0002670411,0.0003893063,0.00009600645,0.0002952039,0.00606349,0.0003563093,0.0007053755,0.0004851865,0.00001090173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130491,"about_ca_system_score_gemma":0.0001100337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001170928,"about_ca_topic_score_gemma":0.00003312094,"domain_scores_codex":[0.9971543,0.0001659829,0.000905433,0.001012482,0.0002673821,0.0004944046],"domain_scores_gemma":[0.9965654,0.0002595858,0.0007883567,0.001677002,0.0005077768,0.0002018573],"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":[0.0003618818,0.0009292745,0.1009365,0.001091616,0.0001382709,8.610865e-7,0.001295337,0.00006205308,0.6809272,0.0007036375,0.000003624684,0.2135497],"study_design_scores_gemma":[0.002713257,0.0003281242,0.0294626,0.0001174725,0.0003916337,0.000009947884,0.000585562,0.002599112,0.9571692,0.004249154,0.001775427,0.0005985054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835641,0.00343771,0.0100073,0.0002221342,0.0001627914,0.001685034,0.0004969212,0.00007990644,0.0003440444],"genre_scores_gemma":[0.9928184,0.001347956,0.005516373,0.00004197079,0.00004337446,0.0001551153,0.00001555831,0.00002700343,0.00003429088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.276242,"threshold_uncertainty_score":0.9998559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}