{"id":"W4283777726","doi":"10.1016/j.rechem.2022.100428","title":"Do the polyphenolic compounds from natural products can protect the skin from ultraviolet rays?","year":2022,"lang":"en","type":"article","venue":"Results in Chemistry","topic":"Skin Protection and Aging","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Photoprotection; Polyphenol; Antioxidant; UV filter; Chemistry; Ultraviolet; Human skin; Erythema; Photosynthesis; Dermatology; Biochemistry; Biology; Materials science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004312659,0.0003425479,0.0004688909,0.000439957,0.0002748828,0.0009354376,0.0004493632,0.001078232,0.006887622],"category_scores_gemma":[0.0005654365,0.000150567,0.0005294823,0.0004059585,0.0005157165,0.001649524,0.0002586219,0.001087858,0.001970394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002677607,"about_ca_system_score_gemma":0.0003325751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006410238,"about_ca_topic_score_gemma":0.001336302,"domain_scores_codex":[0.9998239,0.00003526439,0.000008731397,0.00003743543,0.00006331932,0.00003143536],"domain_scores_gemma":[0.9997846,0.00005826966,0.00004776849,0.00001208262,0.00007856091,0.00001870827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000871702,0.000796861,0.005358437,0.02106722,0.000440816,0.001396299,0.0005935407,0.0004377829,0.1424552,0.01813006,0.03530424,0.7731479],"study_design_scores_gemma":[0.00008864684,0.001725931,0.01205151,0.001998834,0.000440556,0.002503088,0.001114036,0.0005107514,0.07022337,0.01028518,0.8989835,0.00007468643],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03749043,0.9193997,0.003010678,0.01583172,0.002502742,0.00008308618,0.0003111398,0.00007316654,0.02129746],"genre_scores_gemma":[0.2004544,0.7716612,0.002275937,0.006470943,0.001451881,0.00006187835,0.0003166261,0.00002520251,0.01728192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006887622,"threshold_uncertainty_score":0.02304137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339084302240941,"score_gpt":0.2478620131559492,"score_spread":0.2344711701335398,"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."}}