{"id":"W1980541855","doi":"10.1097/wco.0b013e3280adc943","title":"Therapeutic approaches to inflammation in neurodegenerative disease","year":2007,"lang":"en","type":"review","venue":"Current Opinion in Neurology","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Fondation pour la Recherche sur Alzheimer","keywords":"Disease; Medicine; Neuroinflammation; Microglia; Parkinson's disease; Inflammation; Neuroscience; Deep brain stimulation; Bioinformatics; Immunology; Biology; 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":[0.0002007402,0.0004599593,0.001152763,0.0009869481,0.00002893133,0.00001434672,0.0001517859,0.000211239,0.00002474746],"category_scores_gemma":[0.00006687395,0.0003834659,0.0002363363,0.0006137412,0.00003686274,0.00004863356,0.0000904955,0.000606723,0.000108485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001144141,"about_ca_system_score_gemma":0.0002985289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003147594,"about_ca_topic_score_gemma":0.000004554969,"domain_scores_codex":[0.9974387,0.0004214951,0.0006754276,0.0008137173,0.0002251621,0.000425523],"domain_scores_gemma":[0.9989385,0.0001206558,0.0001845355,0.0004171993,0.0000209365,0.0003181741],"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":[0.000242497,0.0005028383,0.001194979,0.006638105,0.00003222506,0.00007708208,0.00005008169,0.00001973912,1.824276e-7,0.001399337,0.00006139573,0.9897816],"study_design_scores_gemma":[0.0009435529,0.0002813953,0.006916155,0.002921056,0.000173347,0.00002241208,0.000001261043,0.000147314,6.197046e-7,0.0002524485,0.9880984,0.0002420282],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005457275,0.9933325,0.0001320241,0.0004132634,0.002963069,0.002465224,0.0000444377,0.0000374633,0.00006626634],"genre_scores_gemma":[0.001162844,0.9966725,0.00002262568,0.0001297993,0.0005266505,0.0008031037,0.000609432,0.00005863309,0.00001446621],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9895395,"threshold_uncertainty_score":0.9998617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3785828421880422,"score_gpt":0.4199122822912734,"score_spread":0.04132944010323125,"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."}}