{"id":"W4388280667","doi":"10.1002/9781394188864.ch5","title":"Polyphenols","year":2023,"lang":"en","type":"other","venue":"","topic":"Phytochemicals and Antioxidant Activities","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Nutraceutical; Polyphenol; Nanocarriers; Oxidative stress; Chemistry; Antioxidant; Bioavailability; Pharmacology; Biotechnology; Medicine; Biology; Drug; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001535147,0.0007290596,0.0004789214,0.0009406574,0.0008141847,0.001968192,0.0006356488,0.0009513593,0.07507432],"category_scores_gemma":[0.0002806698,0.0002672909,0.0005455553,0.0009665176,0.0002558293,0.0009544552,0.001058963,0.001397442,0.0317317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005667981,"about_ca_system_score_gemma":0.00072723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009512813,"about_ca_topic_score_gemma":0.001512268,"domain_scores_codex":[0.9997646,0.00001997884,0.00001192612,0.00006263673,0.000100679,0.00004009316],"domain_scores_gemma":[0.9999156,0.00001034763,0.00001120743,0.00001015229,0.00003410119,0.00001864168],"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":[0.0002887941,0.0003178969,0.0007570044,0.006822327,0.0001343999,0.0007128733,0.0002983167,0.0003074942,0.08979642,0.02384394,0.1981209,0.6785997],"study_design_scores_gemma":[0.00001053027,0.0000628347,0.0006296402,0.0001818121,0.00002178111,0.0004050546,0.00004036844,0.00004054674,0.0093082,0.001278931,0.9880075,0.0000127237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04010934,0.3035823,0.01625399,0.008041171,0.01232308,0.0007336118,0.01154539,0.003472171,0.6039389],"genre_scores_gemma":[0.13763,0.1859791,0.01074041,0.005333316,0.001485897,0.0004416994,0.009959457,0.0006178794,0.6478123],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9249257,"threshold_uncertainty_score":0.2511486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784402746712885,"score_gpt":0.2815112099840099,"score_spread":0.263667182516881,"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."}}