{"id":"W7114787811","doi":"10.52163/yhc.v66icd23.3950","title":"TỔNG QUAN HIỆU QUẢ SÂM NGỌC LINH VÀ NHÂN SÂM HÀN QUỐC TRÊN HỆ MIỄN DỊCH","year":2025,"lang":"","type":"article","venue":"Tạp chí Y học Cộng đồng","topic":"Ginseng Biological Effects and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Saponin; Sine qua non; Ginseng; Health benefits","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008189622,0.0009120632,0.0008955345,0.0001759243,0.0008230217,0.0002629519,0.001152957,0.001282158,0.0002664803],"category_scores_gemma":[0.0007996616,0.0008295755,0.0006658611,0.0007528127,0.0006193232,0.00001657634,0.0008240755,0.0008952453,0.0002320766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001307255,"about_ca_system_score_gemma":0.0004215221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003292547,"about_ca_topic_score_gemma":0.0001542392,"domain_scores_codex":[0.9950022,0.0004824572,0.001024797,0.001818691,0.0003350368,0.001336802],"domain_scores_gemma":[0.9967323,0.0004348733,0.0003522645,0.001789505,0.0002416355,0.0004494045],"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":[0.0002947544,0.001082537,0.001604597,0.0004246061,0.0005334206,0.00001948076,0.0001848217,0.0001971965,0.8205395,0.01166258,0.02351555,0.1399409],"study_design_scores_gemma":[0.001867066,0.001102024,0.005823824,0.000603957,0.0003672401,0.0000226708,0.000385727,0.002802806,0.1555211,0.001529038,0.8283587,0.001615933],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9038025,0.02255242,0.01412911,0.01073752,0.002220411,0.002568996,0.0005735045,0.0003001632,0.04311535],"genre_scores_gemma":[0.9802125,0.003638027,0.0009956595,0.002285248,0.001092562,0.0002560524,0.0004670648,0.0000830905,0.01096985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8048431,"threshold_uncertainty_score":0.9994155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005655961937337972,"score_gpt":0.2909763921760706,"score_spread":0.2853204302387326,"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."}}