{"id":"W4408988747","doi":"10.5376/mpr.2025.15.0001","title":"The Interaction Between &lt;i&gt;Ganoderma lucidum&lt;/i&gt; Polysaccharides and Gut Microbiota: Implications for Immune Health","year":2025,"lang":"en","type":"article","venue":"Medicinal Plant Research","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ganoderma lucidum; Polysaccharide; Immune system; Gut flora; Biology; Microbiology; Food science; Immunology; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002040782,0.0001390274,0.0003199861,0.0002614606,0.001335014,0.00004088942,0.000244646,0.0001358974,0.00002052859],"category_scores_gemma":[0.000506549,0.00009204588,0.00006360992,0.0004361726,0.0005288986,0.0000480124,0.0001178604,0.0006057392,0.00003189993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001572086,"about_ca_system_score_gemma":0.000463083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001094479,"about_ca_topic_score_gemma":0.0001495675,"domain_scores_codex":[0.9983064,0.0001579699,0.0004269512,0.0003716391,0.0001915248,0.0005454968],"domain_scores_gemma":[0.9966579,0.002387791,0.000084622,0.0004365958,0.0002570204,0.0001760775],"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":[0.0005098525,0.0001183146,0.006934831,0.0002538587,0.0002040748,0.000002367362,0.0002508206,2.168078e-7,0.7774183,0.03014444,0.1358116,0.04835138],"study_design_scores_gemma":[0.001327383,0.0006137927,0.3311332,0.0004609603,0.0000925686,0.0001569393,0.0003987652,0.00008966101,0.009193706,0.003241335,0.6531637,0.0001280516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4192054,0.02729969,0.002445508,0.5392168,0.00034529,0.004404201,0.0007377042,0.0001411187,0.006204287],"genre_scores_gemma":[0.9908307,0.002188524,0.000222889,0.0006541047,0.0003379553,0.0003873562,0.0005586441,0.000012925,0.004806956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7682245,"threshold_uncertainty_score":0.9999651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06416259284597678,"score_gpt":0.4097517456967453,"score_spread":0.3455891528507685,"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."}}