{"id":"W4380893863","doi":"10.1002/alz.064971","title":"Epigenetic modulation of cognitive function: toward new treatment models","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Metabolite; Carnitine; Cognition; Biomarker; Biology; Neuroplasticity; Epigenetics; Internal medicine; Endocrinology; Psychology; Neuroscience; Bioinformatics; Medicine; Biochemistry; Gene","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":[0.001807237,0.0008017775,0.001095496,0.0007504245,0.000349313,0.001430692,0.001303323,0.001132762,0.004328871],"category_scores_gemma":[0.001446493,0.0002202331,0.0009080843,0.0003984677,0.0009470784,0.001046672,0.000939528,0.003013578,0.000794863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008458654,"about_ca_system_score_gemma":0.001269483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007731392,"about_ca_topic_score_gemma":0.001741295,"domain_scores_codex":[0.9996754,0.0001504175,0.00002647598,0.00006003473,0.00005222896,0.00003546024],"domain_scores_gemma":[0.9992676,0.0002833371,0.0001359691,0.0001090458,0.0001308108,0.00007329694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003330136,0.003169708,0.01058541,0.00666637,0.001326045,0.0008477504,0.0003790425,0.002220068,0.03958458,0.06167719,0.02309061,0.847123],"study_design_scores_gemma":[0.003656159,0.01941825,0.03886065,0.01127926,0.003590263,0.002586426,0.001227757,0.01792287,0.04758305,0.1701744,0.683413,0.0002878416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09939492,0.7343817,0.07123385,0.0641194,0.004184073,0.001093175,0.001903571,0.0009743535,0.02271497],"genre_scores_gemma":[0.415821,0.4938675,0.05187784,0.01750817,0.004401908,0.002414499,0.001842824,0.0001535219,0.0121127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004328871,"threshold_uncertainty_score":0.01448154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04292932124880371,"score_gpt":0.2756544156230321,"score_spread":0.2327250943742284,"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."}}