{"id":"W4401967163","doi":"10.1002/9781394238071.ch15","title":"Molecular Mechanisms of Flavonoids in Chronic Metabolic Diseases and Path to Clinical Trials","year":2024,"lang":"en","type":"other","venue":"","topic":"Pharmacological Effects of Natural Compounds","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC","funders":"","keywords":"Path (computing); Clinical trial; Medicine; Computational biology; Bioinformatics; Biology; Intensive care medicine; Computer science; Computer network","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004214266,0.0005592791,0.002186537,0.0006015809,0.00002214653,0.00002534332,0.0005012297,0.00135887,0.006642654],"category_scores_gemma":[0.001098937,0.0004186277,0.0004790959,0.0004465391,0.0002422217,0.00003556501,0.0004731313,0.001776863,0.0004154473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009103419,"about_ca_system_score_gemma":0.0002143222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004824068,"about_ca_topic_score_gemma":0.00003870461,"domain_scores_codex":[0.9931538,0.003942076,0.001264837,0.0008526013,0.0002532013,0.0005334886],"domain_scores_gemma":[0.9967908,0.001923269,0.0003621983,0.0002987995,0.00003704674,0.0005879377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008434555,0.0008909995,0.000137442,0.001456574,0.002289526,0.0007457398,0.00002932441,0.00006589058,0.1292991,0.03195631,0.7981787,0.03410693],"study_design_scores_gemma":[0.004612772,0.001193473,0.0003846243,0.0003827873,0.002713396,0.000009474755,0.00001408958,0.00116782,0.02178236,0.0145942,0.9521532,0.0009917995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06003858,0.4479518,0.002179655,0.005218991,0.02473388,0.01618884,0.003240531,0.002194869,0.4382529],"genre_scores_gemma":[0.7560464,0.01026534,0.001506717,0.01156744,0.002548128,0.000617292,0.00009904791,0.0009703356,0.2163794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6960077,"threshold_uncertainty_score":0.9999376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1889842093488189,"score_gpt":0.5480829062349312,"score_spread":0.3590986968861122,"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."}}