{"id":"W4390194391","doi":"10.1002/alz.078423","title":"Association of reactive astrogliosis and microglial activation with tau pathology in Alzheimer’s disease","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Astrogliosis; Microglia; Glial fibrillary acidic protein; Neurodegeneration; Pathology; Medicine; Gliosis; Astrocyte; Dementia; Neuroscience; Internal medicine; Psychology; Disease; Central nervous system; Inflammation; Immunohistochemistry","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":[0.000968206,0.0004974723,0.0004506325,0.001149018,0.0005961992,0.0007036093,0.0003391673,0.0004684287,0.0008310189],"category_scores_gemma":[0.001332294,0.0003482357,0.0003414205,0.0009025563,0.0003378013,0.0002667293,0.000411085,0.000427282,0.0001135461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002115914,"about_ca_system_score_gemma":0.000237209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003112731,"about_ca_topic_score_gemma":0.002778567,"domain_scores_codex":[0.9994942,0.0001820748,0.00005025388,0.0001277629,0.00008208513,0.00006352825],"domain_scores_gemma":[0.9988098,0.0001746914,0.0005633458,0.00009776383,0.0001494152,0.0002050214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005197155,0.00006504612,0.9957503,0.00001869054,0.0001432009,0.0001450843,0.00009690485,0.00005174334,0.001980255,0.0000256832,0.00004664913,0.00115675],"study_design_scores_gemma":[0.000005410295,0.00007247951,0.9991716,0.000003195315,0.00004587109,0.000275868,0.00005496552,0.0001215645,0.0001572932,0.00004668939,0.00004278625,0.000002333517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993334,0.0003536899,0.00007459634,0.00001529814,0.000002435397,0.000002584914,0.00005516601,0.000002313563,0.0001606115],"genre_scores_gemma":[0.9996943,0.00007673975,0.0001050764,0.000006440033,0.000008394614,0.000003317208,0.00004740798,9.361863e-7,0.00005737723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003112731,"threshold_uncertainty_score":0.006189227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03124435737316925,"score_gpt":0.2617202038594552,"score_spread":0.2304758464862859,"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."}}