{"id":"W3212474619","doi":"10.2174/1567205018666211117100342","title":"Diversity and Regulation of Astrocyte Neurotoxicity in Alzheimer's Disease","year":2021,"lang":"en","type":"review","venue":"Current Alzheimer Research","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Japan Society for the Promotion of Science","keywords":"Astrocyte; Neurotoxicity; Neurodegeneration; Neuroscience; Microglia; Neuroinflammation; Neurotrophic factors; Biology; Pathogenesis; Glutamate receptor; Astrocytosis; Cell biology; Disease; Central nervous system; Inflammation; Medicine; Immunology; Pathology; Receptor; Biochemistry; Toxicity","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":[0.0002915785,0.000785228,0.0009948185,0.001700423,0.0002439682,0.00078889,0.0005243737,0.0007276515,0.001380466],"category_scores_gemma":[0.0002256262,0.0002407666,0.0003049317,0.001719077,0.0003630899,0.0009774324,0.0005645555,0.0009740085,0.001148103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005320492,"about_ca_system_score_gemma":0.0008831927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049094,"about_ca_topic_score_gemma":0.001776615,"domain_scores_codex":[0.9999068,0.0000149896,0.00001687725,0.00001461198,0.00003562272,0.0000110771],"domain_scores_gemma":[0.9999297,0.00002065877,0.00001282654,0.000002366279,0.00002479679,0.000009656816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009923609,0.00006098671,0.0002610397,0.02208146,0.00007640515,0.0004880977,0.000152621,0.0005541016,0.006630893,0.00564362,0.01751877,0.9464328],"study_design_scores_gemma":[0.00001718431,0.0001467408,0.002346497,0.004702589,0.0001256184,0.003005475,0.0001395818,0.0001448925,0.001345687,0.004733622,0.9832672,0.00002478163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001460849,0.9988952,0.00007759086,0.0001231618,0.0001037778,0.000002611725,0.000007673016,0.000004191527,0.0006397808],"genre_scores_gemma":[0.0006940829,0.998752,0.00008874674,0.0000533308,0.00007036149,0.000003284724,0.00001166341,5.92667e-7,0.0003259203],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001700423,"threshold_uncertainty_score":0.004618168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5113448056167225,"score_gpt":0.4697550438963163,"score_spread":0.04158976172040618,"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."}}