{"id":"W3122246995","doi":"10.1002/acr2.11189","title":"Polyarteritis Nodosa: A Systematic Review of Test Accuracy and Benefits and Harms of Common Treatments","year":2021,"lang":"en","type":"review","venue":"ACR Open Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Observational study; Cochrane Library; Randomized controlled trial; Polyarteritis nodosa; MEDLINE; Vasculitis; Systematic review; Internal medicine; Intensive care medicine; Physical therapy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002314832,0.0003307414,0.007034281,0.0001143454,0.00005880549,0.00002162491,0.000229913,0.0003268942,0.0001828759],"category_scores_gemma":[0.000799104,0.0002277739,0.0003116519,0.0002350362,0.0001537001,0.00007800053,0.0003193585,0.0002265325,0.00001151634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002527698,"about_ca_system_score_gemma":0.0002110236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002606179,"about_ca_topic_score_gemma":0.00001246385,"domain_scores_codex":[0.9974981,0.0002818903,0.001536361,0.000365241,0.0001279791,0.0001904443],"domain_scores_gemma":[0.9970894,0.001000966,0.001035665,0.0006233676,0.0001266087,0.0001239682],"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":[0.000001197615,0.0001783664,0.0001068768,0.9117522,0.001468808,0.00007846009,0.0000637733,1.545385e-9,2.125606e-7,0.0004888684,0.0003582934,0.08550295],"study_design_scores_gemma":[0.0009232514,0.0002186465,0.00004938788,0.9637055,0.009299347,0.0164149,0.00005400108,5.313237e-7,0.000001430585,0.00001058222,0.009158234,0.000164199],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002027543,0.9954538,4.862414e-7,0.0002568744,0.00006783244,0.003372747,0.0003647331,0.000008692311,0.0002721257],"genre_scores_gemma":[0.0002871214,0.9984106,0.0001120924,0.00008113047,0.000002889655,0.0003577659,0.0006072118,0.00003581298,0.0001054099],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08533876,"threshold_uncertainty_score":0.928835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0447988358171414,"score_gpt":0.3580928068241396,"score_spread":0.3132939710069982,"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."}}