{"id":"W3098020400","doi":"10.1016/j.autrev.2020.102714","title":"Primary CNS vasculitis: A systematic review on clinical characteristics associated with abnormal biopsy and angiography","year":2020,"lang":"en","type":"review","venue":"Autoimmunity Reviews","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Robarts Clinical Trials; Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Vasculitis; Angiography; Biopsy; Radiology; Brain biopsy; Pathology; Disease","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0030064,0.001037451,0.01373273,0.0002733956,0.0002758283,0.000076197,0.0004150494,0.0007347782,0.0001020962],"category_scores_gemma":[0.001880041,0.0006108384,0.00452965,0.001332894,0.0003225258,0.00009787448,0.0001611828,0.002582411,0.0003910948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001667803,"about_ca_system_score_gemma":0.0005029209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006939825,"about_ca_topic_score_gemma":7.908757e-7,"domain_scores_codex":[0.9908327,0.003543662,0.003896024,0.0007387702,0.0005029947,0.0004858419],"domain_scores_gemma":[0.9944484,0.0007119214,0.002525013,0.001655918,0.0001951952,0.0004635894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004346098,0.0002697303,0.00001230969,0.7457035,0.003786058,0.00031704,0.00001977607,7.400255e-10,1.362303e-8,0.00005630296,0.001221681,0.2486092],"study_design_scores_gemma":[0.0003604618,0.0004114249,0.0004078841,0.5118327,0.0332562,0.0009431752,0.00000287014,3.207891e-7,9.411832e-10,0.000001426253,0.4524455,0.0003380257],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003144344,0.9884279,0.000008387365,0.0003323699,0.0001758731,0.009435012,0.0002884956,0.0001913525,0.001137485],"genre_scores_gemma":[0.000002245494,0.9921178,0.0001321621,0.002411203,0.000122346,0.001021209,0.00373587,0.0001281129,0.0003291144],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4512238,"threshold_uncertainty_score":0.9997187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06253444474768077,"score_gpt":0.3406550048312368,"score_spread":0.278120560083556,"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."}}