{"id":"W3111312074","doi":"10.1101/2020.12.10.20246942","title":"A Systematic Review and Meta-Analysis of the Incidence Rate of Takayasu Arteritis","year":2020,"lang":"en","type":"review","venue":"medRxiv","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vifor Pharma","keywords":"Funnel plot; Meta-analysis; Incidence (geometry); Publication bias; Medicine; Confidence interval; Demography; Rate ratio; Epidemiology; Arteritis; Forest plot; Study heterogeneity; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006392938,0.0002535155,0.009778523,0.0001552613,0.00003171516,0.000006356408,0.0002241003,0.000131331,0.0004189076],"category_scores_gemma":[0.0006340259,0.0001157214,0.004248186,0.001582906,0.0001196904,0.00002184434,0.00007591875,0.0002824165,0.00001193212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001609303,"about_ca_system_score_gemma":0.0001227167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001342011,"about_ca_topic_score_gemma":0.000004952998,"domain_scores_codex":[0.997308,0.000668092,0.0014096,0.0002708239,0.0002401615,0.0001033199],"domain_scores_gemma":[0.9976619,0.0002175554,0.001099665,0.0007961374,0.0001384165,0.00008627677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[1.778488e-7,0.00001656714,0.000001915874,0.8032485,0.1962345,0.00002334211,0.00002392192,4.602175e-8,5.587503e-7,0.00009656436,0.00006222856,0.0002916527],"study_design_scores_gemma":[0.00004262588,0.00002625347,0.00001960138,0.1387999,0.8474302,0.0001325677,0.000004025291,0.000002423141,5.995457e-7,0.00000752853,0.01345707,0.00007726521],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005649205,0.9969261,0.000009921016,0.0007957196,0.00002254462,0.001927947,0.0001953572,0.000008964742,0.0001077444],"genre_scores_gemma":[0.0001744394,0.9987736,0.00002406773,0.0003413311,0.000007246841,0.0002460096,0.00003171703,0.00001859001,0.0003830252],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6644487,"threshold_uncertainty_score":0.6684403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06181936063419711,"score_gpt":0.3281860722471607,"score_spread":0.2663667116129635,"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."}}