{"id":"W4411505752","doi":"10.1126/science.adx0043","title":"Neuroinflammation across neurological diseases","year":2025,"lang":"en","type":"review","venue":"Science","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":178,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Neuroinflammation; Microglia; Neurodegeneration; Neuropathology; Neuroscience; Multiple sclerosis; Stroke (engine); Medicine; Immune system; Disease; Psychology; Inflammation; Immunology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004270251,0.000504943,0.0008620552,0.0004806545,0.001081318,0.0006852674,0.001878471,0.0001486006,0.00009548196],"category_scores_gemma":[0.005003873,0.0004020443,0.0003574723,0.003135617,0.0007407208,0.000652494,0.0006833085,0.0004983,0.0006456267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005117366,"about_ca_system_score_gemma":0.0008995724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.072731e-7,"about_ca_topic_score_gemma":5.454176e-7,"domain_scores_codex":[0.9951857,0.0005091432,0.0007683164,0.001753514,0.001040616,0.0007426578],"domain_scores_gemma":[0.9974132,0.0007979172,0.0004423578,0.0009765675,0.0000863145,0.0002837056],"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":[0.000004606952,0.00005100036,5.490389e-7,0.002154946,9.501284e-7,0.00009871277,0.00002124777,0.00001630533,0.004266063,0.01086501,0.0002085154,0.9823121],"study_design_scores_gemma":[0.0001123277,0.00007089532,0.000007333159,0.0007380326,0.00006247062,0.00010741,0.000001468485,0.0003378908,0.006276377,0.0004185756,0.9914377,0.0004295138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004570711,0.9892108,0.0003927578,0.0002353241,0.004160722,0.002038905,0.0002485763,0.001045322,0.002210542],"genre_scores_gemma":[0.00006536056,0.9966764,0.00005558651,0.0008319707,0.0001660347,0.0001291609,0.00001142606,0.00003066792,0.002033366],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9912292,"threshold_uncertainty_score":0.9998431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07616442114469314,"score_gpt":0.3937237497395011,"score_spread":0.317559328594808,"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."}}