{"id":"W4406201645","doi":"10.1002/alz.087972","title":"Exploring the Interplay between Carotenoids, Lipid Oxidation, and Cognitive Impairment in Aging","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Antioxidant Activity and Oxidative Stress","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carotenoid; Zeaxanthin; Lutein; Lycopene; Antioxidant; Chemistry; Biochemistry; Population; Internal medicine; Food science; Psychology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008746414,0.0003071861,0.000270645,0.0007958069,0.0001922951,0.0005433013,0.0001522827,0.0003855816,0.0006930878],"category_scores_gemma":[0.0006368598,0.000117865,0.0002098587,0.0004677173,0.000229824,0.0002447405,0.000297108,0.0003195419,0.0001132806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002083732,"about_ca_system_score_gemma":0.000253875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00141499,"about_ca_topic_score_gemma":0.001163249,"domain_scores_codex":[0.9998497,0.00005406004,0.00001211917,0.00003751932,0.00002641652,0.00002005493],"domain_scores_gemma":[0.9995826,0.0001417068,0.0001232623,0.00001875811,0.00009121269,0.00004255309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003608024,0.0007619049,0.8649566,0.0005198491,0.0005351068,0.0004771457,0.0004899984,0.0004193258,0.07750686,0.0001627442,0.0003867832,0.0501758],"study_design_scores_gemma":[0.00002811638,0.001478412,0.9872259,0.00003961239,0.0002299628,0.0004855034,0.0002056478,0.0004478903,0.008779274,0.0003605965,0.0007102764,0.000008796437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894377,0.009202904,0.0004460537,0.00008633995,0.00001207581,0.00002114028,0.0001531623,0.000007859846,0.0006328186],"genre_scores_gemma":[0.9970706,0.00184144,0.0005221854,0.00006768839,0.00001484484,0.00001617895,0.00008525427,0.000001433172,0.0003803109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00141499,"threshold_uncertainty_score":0.004625559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05519637986316107,"score_gpt":0.3191467946868136,"score_spread":0.2639504148236526,"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."}}