{"id":"W3012324410","doi":"10.1186/s12974-020-01750-3","title":"A peripheral neutrophil-related inflammatory factor predicts a decline in executive function in mild Alzheimer’s disease","year":2020,"lang":"en","type":"article","venue":"Journal of Neuroinflammation","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto; Ontario Brain Institute; Western University; Sunnybrook Health Science Centre","funders":"Alzheimer’s Research UK; Weston Brain Institute; Sunnybrook Research Institute; Fondation Brain Canada; Alzheimer's Association; Michael J. Fox Foundation for Parkinson's Research","keywords":"Medicine; Internal medicine; Cognitive decline; Immunology; Inflammation; Tumor necrosis factor alpha; Myeloperoxidase; Disease; Dementia","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007024274,0.000456511,0.0003793043,0.000490856,0.000258061,0.0004127185,0.000253843,0.0003692885,0.001212292],"category_scores_gemma":[0.002158972,0.0001336145,0.0002411539,0.0002899863,0.0002098635,0.0002990054,0.0002874216,0.000497788,0.0002041673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001855906,"about_ca_system_score_gemma":0.0001832631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001628444,"about_ca_topic_score_gemma":0.002352313,"domain_scores_codex":[0.9998533,0.00004275443,0.00002107748,0.00003099534,0.00003109488,0.00002073743],"domain_scores_gemma":[0.9989989,0.0002033783,0.0004114306,0.000044439,0.0001493244,0.0001924401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003615935,0.00006184504,0.9970113,0.00001261731,0.00004251115,0.00004490745,0.00001923712,0.00004794993,0.0003457644,0.000006972959,0.0001070298,0.001938181],"study_design_scores_gemma":[0.00001258046,0.0001484554,0.999154,0.000005838189,0.00002982963,0.0002097777,0.00003041127,0.0002251675,0.00007011518,0.00003265523,0.00007901108,0.000002230897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989282,0.0005701543,0.00006902283,0.00004657681,0.000008283279,0.000007363994,0.0001113457,0.000004271959,0.0002545805],"genre_scores_gemma":[0.9994866,0.0001185772,0.00009815295,0.00001919559,0.00001353459,0.000005129881,0.000143727,5.921202e-7,0.0001144927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001628444,"threshold_uncertainty_score":0.00405556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05193360324026326,"score_gpt":0.2653467241656508,"score_spread":0.2134131209253876,"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."}}