{"id":"W7117314730","doi":"10.1002/alz70859_104173","title":"Targeting Neuroinflammation by Bioreactive Nanoparticles for Early Detection and Intervention of Alzheimer’s Disease","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Neuroinflammation; Disease; Neurodegeneration; Intervention (counseling); Inflammation","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":[0.0001900161,0.0004241058,0.0002861968,0.0002359715,0.0001118663,0.0002579887,0.0002159471,0.0004173303,0.0005863279],"category_scores_gemma":[0.0001111573,0.0001120347,0.0002084989,0.00008402873,0.0001594103,0.0002159577,0.0001537228,0.0003649069,0.0001916072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002373016,"about_ca_system_score_gemma":0.0001522088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004128422,"about_ca_topic_score_gemma":0.0003994482,"domain_scores_codex":[0.9999307,0.0000111592,0.00000561843,0.00001824395,0.00002042512,0.00001384223],"domain_scores_gemma":[0.9999379,0.0000103554,0.00001647998,0.000004757347,0.00001905366,0.00001145638],"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":[0.0001015193,0.00003702805,0.00006558251,0.00006297074,0.000004309088,0.00004844535,0.000006746795,0.00008808627,0.9970591,0.00005407728,0.00008498986,0.002387162],"study_design_scores_gemma":[0.00002436319,0.0004122614,0.0007051596,0.00001055301,0.00002092782,0.0001925939,0.000008690584,0.002069941,0.994749,0.00007662677,0.001723891,0.000006119005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9398473,0.02095817,0.03349444,0.0006117542,0.0002507016,0.0001785562,0.0002898289,0.0003811717,0.003987988],"genre_scores_gemma":[0.9748117,0.003706678,0.01844523,0.0002970889,0.00007201196,0.0001189308,0.0001331474,0.00001961222,0.00239554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005863279,"threshold_uncertainty_score":0.00196147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994364065320524,"score_gpt":0.3050507520769675,"score_spread":0.2851071114237623,"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."}}