{"id":"W3091387989","doi":"10.1111/jocd.13751","title":"Teachings from COVID‐19 and aging—An oxidative process","year":2020,"lang":"en","type":"review","venue":"Journal of Cosmetic Dermatology","topic":"Vitamin C and Antioxidants Research","field":"Nursing","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Process (computing); Skin Aging; Medicine; Virology; Computer science; Dermatology; Internal 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004756463,0.0004246384,0.002766403,0.0005108982,0.0001795615,0.0001437243,0.0007179273,0.0003716193,0.0001070468],"category_scores_gemma":[0.001320122,0.0003177281,0.000331939,0.0003278369,0.0003021021,0.000299338,0.0001119499,0.001782986,0.0000422526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001246308,"about_ca_system_score_gemma":0.0007037179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000210621,"about_ca_topic_score_gemma":0.00000483072,"domain_scores_codex":[0.9961032,0.001359597,0.001224475,0.0003969263,0.0004987209,0.0004171141],"domain_scores_gemma":[0.9963848,0.00107728,0.00138144,0.0002274327,0.0001898416,0.0007391967],"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":[0.00006634853,0.0001160248,0.0001191037,0.01062416,0.0003514117,0.00182597,0.001668941,2.98893e-7,0.00001090533,0.00005677497,0.002986185,0.9821739],"study_design_scores_gemma":[0.0006418189,0.0002724066,0.00001515786,0.004274375,0.0009720247,0.01436269,0.0004158783,0.000026175,0.00001964291,0.001895871,0.9767945,0.0003094908],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001061105,0.9934555,0.0007080132,0.003713331,0.0005039381,0.0003230826,0.00004365425,0.00002759059,0.0001637874],"genre_scores_gemma":[0.003689329,0.9942461,0.0007564693,0.0008064242,0.0003622793,0.000007680487,0.00002599467,0.00007090698,0.00003480752],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9818644,"threshold_uncertainty_score":0.9999275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06105607034991626,"score_gpt":0.4256934968622649,"score_spread":0.3646374265123486,"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."}}