{"id":"W4409967998","doi":"10.1007/s10557-025-07705-1","title":"Quercetin and Cardiac Fibrosis—Promise or Polyphenolic Placebo?","year":2025,"lang":"en","type":"editorial","venue":"Cardiovascular Drugs and Therapy","topic":"Meat and Animal Product Quality","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"John S. Dunn Foundation","keywords":"Medicine; Quercetin; Polyphenol; Cardiac fibrosis; Placebo; Fibrosis; Pharmacology; Internal medicine; Cardiology; Traditional medicine; Pathology; Antioxidant; Biochemistry; Alternative medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001348942,0.0004690511,0.00110622,0.00002251355,0.0003414048,0.0002405051,0.0002682313,0.0006448478,0.00009157372],"category_scores_gemma":[0.0001626226,0.0001751904,0.0007533556,0.0002207214,0.0001503186,0.00008015114,0.0001545308,0.0004626885,0.000007286819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002294892,"about_ca_system_score_gemma":0.0000605873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000858235,"about_ca_topic_score_gemma":0.000014815,"domain_scores_codex":[0.9972746,0.0004622049,0.0003064055,0.0009633937,0.0005929411,0.0004004775],"domain_scores_gemma":[0.9987983,0.0005531656,0.00008831601,0.0002579913,0.0001322222,0.0001699661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006517601,0.00003946101,0.0000583186,0.0001658188,0.00132138,0.000007091234,0.0002422297,2.319371e-7,0.00255122,0.00007107844,0.4361153,0.5587761],"study_design_scores_gemma":[0.000668365,0.0001752107,0.0007987561,0.0001077515,0.0001616379,9.914908e-7,0.0001682137,8.635711e-7,0.0002868043,0.0001290108,0.9970447,0.0004576649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.3145109,0.3680186,0.000001773471,0.0007103402,0.3106282,0.001811976,0.001089655,0.0002672371,0.002961316],"genre_scores_gemma":[0.01533471,0.1588983,0.000061616,0.0001571706,0.8131679,0.0001595334,0.0006756228,0.00001273787,0.01153249],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5609295,"threshold_uncertainty_score":0.7144056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530944382774086,"score_gpt":0.2342658061747001,"score_spread":0.2189563623469593,"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."}}