{"id":"W3205081847","doi":"10.1212/wnl.88.16_supplement.p4.090","title":"A new treatment Paradigm for Neurodegeneration: Peroxidation-resistant polyunsaturated fatty acids (D-PUFA) lower brain amyloid beta and oxidation markers, and reverse cognition impairment in vivo (P4.090)","year":2017,"lang":"en","type":"article","venue":"Neurology","topic":"Diet and metabolism studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Neurodegeneration; Polyunsaturated fatty acid; Amyloid (mycology); In vivo; Cognitive impairment; Neuroscience; BETA (programming language); Medicine; Chemistry; Cognition; Biochemistry; Pathology; Biology; Fatty acid; Disease; Biotechnology; Computer science","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":[0.0005162142,0.0008267349,0.0007474864,0.0005919447,0.0004373044,0.0007197216,0.0005743634,0.001254724,0.004417668],"category_scores_gemma":[0.0001901829,0.0001900937,0.0005343841,0.0002898385,0.0007497861,0.001256624,0.0005232475,0.002759073,0.0005895355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004435352,"about_ca_system_score_gemma":0.0006918761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000334823,"about_ca_topic_score_gemma":0.0008890641,"domain_scores_codex":[0.9998772,0.00002971786,0.00001640382,0.00003097427,0.00002355574,0.00002206023],"domain_scores_gemma":[0.9999087,0.00001657878,0.0000206378,0.00001158196,0.00001829107,0.00002427374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009534407,0.003321641,0.001143055,0.00193689,0.0002595025,0.0007254543,0.0002081827,0.0002325786,0.7459453,0.01573018,0.00787969,0.2130833],"study_design_scores_gemma":[0.009696334,0.08186369,0.01368491,0.0007307803,0.001329552,0.00565636,0.0006068663,0.001563402,0.6032183,0.02940261,0.2520401,0.0002070473],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7550443,0.1223765,0.03997157,0.04721175,0.004567619,0.0008793173,0.001756829,0.001173475,0.02701864],"genre_scores_gemma":[0.8334823,0.09352027,0.03598115,0.01367544,0.001935394,0.0009931378,0.0009846435,0.0001122186,0.01931559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004417668,"threshold_uncertainty_score":0.01477855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02058174322955,"score_gpt":0.2765887310412374,"score_spread":0.2560069878116874,"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."}}