{"id":"W4407387066","doi":"10.1093/ijnp/pyae059.131","title":"TSPO PET BRAIN INFLAMMATION IMAGING: A TRANSDIAGNOSTIC SYSTEMATIC REVIEW AND META-ANALYSIS OF 156 CASE-CONTROL STUDIES","year":2025,"lang":"en","type":"article","venue":"The International Journal of Neuropsychopharmacology","topic":"Hereditary Neurological Disorders","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; McGill University; University of British Columbia; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Meta-analysis; Pet imaging; Medicine; Neuroimaging; Inflammation; Neuroscience; Psychology; Positron emission tomography; Internal medicine","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":[0.02315171,0.002718549,0.01496313,0.009016359,0.001026832,0.003495613,0.002691,0.002121984,0.0039491],"category_scores_gemma":[0.05873995,0.001692369,0.03414135,0.0137531,0.001139897,0.001703023,0.002112566,0.00162021,0.000532925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003144287,"about_ca_system_score_gemma":0.005196081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007751967,"about_ca_topic_score_gemma":0.01514528,"domain_scores_codex":[0.9747952,0.01024329,0.008981813,0.002869067,0.002345332,0.0007652421],"domain_scores_gemma":[0.9581829,0.02977701,0.00648032,0.002200143,0.003034342,0.0003252119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001796159,0.00003082907,0.01666753,0.3613624,0.6063167,0.0003988514,0.000184778,0.0006872548,0.00047653,0.0002565659,0.001288504,0.01053384],"study_design_scores_gemma":[0.0006113368,0.0001681619,0.009178665,0.0300258,0.956923,0.0002002823,0.0000827262,0.0002355122,0.0002172046,0.0003146763,0.0020105,0.00003216976],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01746259,0.9733418,0.003037812,0.0003708637,0.0002311972,0.001211779,0.003794701,0.00008187655,0.0004673158],"genre_scores_gemma":[0.4813948,0.4925209,0.009116475,0.002027498,0.0003825343,0.00761829,0.006031074,0.0001440525,0.000764344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02315171,"threshold_uncertainty_score":0.1224394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05489156261582617,"score_gpt":0.3895525625995957,"score_spread":0.3346609999837695,"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."}}