{"id":"W4211173360","doi":"10.1016/j.cjca.2022.02.007","title":"Diagnostic and Therapeutic Challenges of Vasculitis","year":2022,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Vasculitis; Polyarteritis nodosa; Systemic vasculitis; Kawasaki disease; Radiology; Microscopic polyangiitis; Magnetic resonance imaging; Pathology; Context (archaeology); Internal medicine; Disease; Artery","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":[0.001833535,0.001122886,0.002851259,0.004439123,0.0005859522,0.002702596,0.001336474,0.002254622,0.002814561],"category_scores_gemma":[0.003453509,0.0004774163,0.000953922,0.00272262,0.00131996,0.002481128,0.00119619,0.003910889,0.001223053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470155,"about_ca_system_score_gemma":0.002912239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003123334,"about_ca_topic_score_gemma":0.006109155,"domain_scores_codex":[0.9990919,0.0002059601,0.0001665138,0.0001259753,0.0003374077,0.00007230218],"domain_scores_gemma":[0.9974586,0.001534051,0.0002713934,0.00004871871,0.0005524469,0.0001348452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007427732,0.00005252178,0.0005552082,0.0194409,0.0001338963,0.0007545861,0.0001113486,0.0003572347,0.0004288848,0.004350692,0.05365096,0.9200894],"study_design_scores_gemma":[0.00004838533,0.00008006967,0.002254111,0.02182725,0.0003861492,0.006988394,0.000274817,0.0002993247,0.0001692159,0.005880517,0.9617198,0.00007188391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000251177,0.9989679,0.00005284813,0.000433592,0.0002223424,0.00000122825,0.000004622586,0.000002628049,0.0002897409],"genre_scores_gemma":[0.0005587582,0.9974514,0.0001759934,0.000577415,0.001046073,0.000002936045,0.00001472689,0.000001184425,0.0001714958],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004439123,"threshold_uncertainty_score":0.01066673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05521346931530337,"score_gpt":0.2916392523068398,"score_spread":0.2364257829915365,"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."}}