{"id":"W7161949426","doi":"10.82308/51271","title":"Neuroinflammation in early, pre-clinical stages of Alzheimer's disease: evidence from a new transgenic model of Alzheimer's disease-like amyloid pathology","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Animal model; Neuroinflammation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006651024,0.0006575434,0.0004723373,0.0004656101,0.0003045988,0.0005674709,0.0004062895,0.000698466,0.001167347],"category_scores_gemma":[0.0002762506,0.0002374921,0.0005298899,0.0002200721,0.0007554372,0.0006611758,0.0003272154,0.001123832,0.0003778606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003765417,"about_ca_system_score_gemma":0.000336369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008080747,"about_ca_topic_score_gemma":0.001302214,"domain_scores_codex":[0.9997886,0.00004880867,0.00002392292,0.00004292563,0.00005320882,0.00004261669],"domain_scores_gemma":[0.9997652,0.00003149953,0.00005489604,0.0000417297,0.00004687851,0.0000597613],"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":[0.003054455,0.0009323854,0.002318127,0.0006371688,0.00009306943,0.0009775719,0.0003244427,0.0001656026,0.9772673,0.002069331,0.0008005442,0.01136],"study_design_scores_gemma":[0.001972192,0.02877316,0.06920642,0.0006389263,0.001262879,0.01291051,0.001173703,0.003204844,0.8146937,0.01473791,0.05126728,0.0001585804],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518077,0.03247312,0.006210404,0.001735114,0.0003967824,0.000114026,0.0006050337,0.000127476,0.006530327],"genre_scores_gemma":[0.9452177,0.03995726,0.004221715,0.001026278,0.0002354248,0.0002212843,0.0008516934,0.00003989149,0.008228864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001167347,"threshold_uncertainty_score":0.003905177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08843066121441309,"score_gpt":0.3801494011650217,"score_spread":0.2917187399506086,"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."}}