{"id":"W2162467118","doi":"10.1503/cmaj.121286","title":"Variation of a test’s sensitivity and specificity with disease prevalence","year":2013,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":523,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prevalence; Bivariate analysis; Meta-analysis; Disease; Epidemiology; Demography; Internal medicine; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1517003,0.00159525,0.007599789,0.009490302,0.0006162091,0.005410065,0.003146539,0.002489993,0.002332829],"category_scores_gemma":[0.3820497,0.001768968,0.01457891,0.009338326,0.004015969,0.003703803,0.002363909,0.002596707,0.0003772315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002997723,"about_ca_system_score_gemma":0.003200679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004674043,"about_ca_topic_score_gemma":0.006013184,"domain_scores_codex":[0.8111497,0.1163714,0.03692417,0.01404213,0.02050654,0.001005976],"domain_scores_gemma":[0.3627565,0.5792113,0.03693422,0.0107613,0.009929215,0.0004075098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002606189,0.00006714456,0.1726957,0.2692176,0.3310573,0.0006358608,0.001308707,0.005243939,0.001763239,0.005559641,0.005767884,0.2040768],"study_design_scores_gemma":[0.001471984,0.001555872,0.2080809,0.1413119,0.5505949,0.006623092,0.001054791,0.005108031,0.005568256,0.02858774,0.04953089,0.0005116297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01143254,0.9722106,0.01053819,0.001824174,0.0005874855,0.0002563696,0.0009315324,0.00006872722,0.002150414],"genre_scores_gemma":[0.6168377,0.3451366,0.02951417,0.003711578,0.00146416,0.001233385,0.001367516,0.0001257239,0.0006092491],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1517003,"threshold_uncertainty_score":0.8022776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312486082130538,"score_gpt":0.2912496610263974,"score_spread":0.268124800205092,"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."}}