{"id":"W4402091390","doi":"10.1002/ptr.8313","title":"Polyphenols in clinical trials: Current trends","year":2024,"lang":"en","type":"letter","venue":"Phytotherapy Research","topic":"Phytochemicals and Antioxidant Activities","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polyphenol; Bioavailability; Gentisic acid; Biology; Biochemistry; Chemistry; Food science; Pharmacology; Antioxidant","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0110158,0.0004321314,0.002066746,0.001636483,0.00005738851,0.0001590437,0.0003885627,0.0009932433,0.001323877],"category_scores_gemma":[0.000916919,0.0003200852,0.001020478,0.001231568,0.0004593006,0.00007585529,0.0001181024,0.01213675,0.0003779696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002310918,"about_ca_system_score_gemma":0.0005906156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005266684,"about_ca_topic_score_gemma":0.000008765325,"domain_scores_codex":[0.992303,0.002400875,0.001561374,0.001029661,0.001588329,0.001116837],"domain_scores_gemma":[0.9954881,0.003189538,0.0001705223,0.0008025517,0.0001742046,0.0001750754],"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":[0.0003453786,0.0002856382,0.0004159352,0.0006193363,0.0001872537,0.0005107001,0.00008773039,1.605621e-8,0.001504789,0.00003533122,0.7776098,0.2183981],"study_design_scores_gemma":[0.00163663,0.000415884,0.000730588,0.002149225,0.00005190386,0.00002477328,0.00002054066,0.00004591026,0.001129589,0.00259094,0.9909015,0.0003025153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01163461,0.05700064,0.000006729279,0.9133356,0.001755575,0.001132663,0.0002204639,0.0001625963,0.01475114],"genre_scores_gemma":[0.0590189,0.05864446,0.0002589762,0.5199718,0.1817112,0.002197118,0.001492839,0.00118556,0.1755192],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3933638,"threshold_uncertainty_score":0.9999251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5081275081231126,"score_gpt":0.5988795271329548,"score_spread":0.0907520190098422,"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."}}