{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004406124,0.001094213,0.001138006,0.002501271,0.0004181819,0.001341112,0.0006606219,0.001067869,0.003867385],"category_scores_gemma":[0.0004213169,0.0002189231,0.00034834,0.002313095,0.0006048151,0.001512014,0.001199257,0.001730418,0.002353906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007245526,"about_ca_system_score_gemma":0.001182422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008798053,"about_ca_topic_score_gemma":0.001734741,"domain_scores_codex":[0.9998301,0.00002541488,0.00002719073,0.0000300761,0.00006713231,0.00002006558],"domain_scores_gemma":[0.9998541,0.00005147072,0.00002501624,0.000005201056,0.00004115879,0.00002304296],"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":[0.00005847167,0.00004744148,0.0001633428,0.01445083,0.00007139349,0.0002997374,0.0001419373,0.000269467,0.002459769,0.007278014,0.04416061,0.930599],"study_design_scores_gemma":[0.000008117148,0.0000513536,0.0008826907,0.004444373,0.00005881042,0.002229637,0.0001072841,0.00005072246,0.0003715249,0.004560622,0.9872196,0.00001525143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000101027,0.9975107,0.0001212638,0.0003025311,0.0002960231,0.000003907244,0.00001360061,0.00001035865,0.001640675],"genre_scores_gemma":[0.0006761506,0.9979169,0.0001348026,0.0002235817,0.000242045,0.000005242315,0.00001986402,0.000001590497,0.0007797823],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003867385,"threshold_uncertainty_score":0.01293772,"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."}}