{"id":"W4289528092","doi":"10.20944/preprints202208.0011.v1","title":"Polyphenol Rich Nutritional Supplement Derived from the West African &lt;em&gt;Sorghum Bicolor&lt;/em&gt; Leaf Sheaths Has Evidence-Based Efficacy and Health Promoting Effects","year":2022,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Seed and Plant Biochemistry","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Polyphenol; Health benefits; Traditional medicine; Neuroprotection; Medicine; Biology; Sorghum; Longevity; Human health; Antioxidant; Biotechnology; Pharmacology; Environmental health; Gerontology; Biochemistry; Agronomy","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001665415,0.0006855645,0.0007723827,0.00003800683,0.001302562,0.000283033,0.001423522,0.0003689573,0.004161323],"category_scores_gemma":[0.0005510911,0.0003339569,0.0002813924,0.0003930919,0.0002149268,0.0001013973,0.002184443,0.001260577,0.00008218407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002651958,"about_ca_system_score_gemma":0.000312051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00182166,"about_ca_topic_score_gemma":0.0008890806,"domain_scores_codex":[0.9946862,0.0007914423,0.0008098634,0.001847548,0.00100663,0.0008582956],"domain_scores_gemma":[0.9958555,0.002439098,0.0006602849,0.0005253698,0.0001074765,0.0004123173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003486396,0.0009015446,0.2853828,0.0004193408,0.0002080844,0.00003343964,0.002080357,0.00005509902,0.7034168,0.00002642136,0.001044804,0.006082616],"study_design_scores_gemma":[0.000754258,0.0002928918,0.9242629,0.00102982,0.00009754562,0.00001174611,0.000587735,0.0001242026,0.06473989,0.0002750646,0.007127876,0.0006960545],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701074,0.003024361,0.000003573255,0.02237116,0.0004322632,0.002241661,0.001442804,0.0002237659,0.0001529837],"genre_scores_gemma":[0.9932262,0.0004794616,0.0001808259,0.001183874,0.0009607114,0.00066195,0.003216514,0.00001014111,0.00008032252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6388801,"threshold_uncertainty_score":0.9999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1203299361078374,"score_gpt":0.2995206631943531,"score_spread":0.1791907270865157,"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."}}