{"id":"W4281479048","doi":"10.1016/j.ekir.2022.05.018","title":"The Sound of Interconnectivity; The European Vasculitis Society 2022 Report","year":2022,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Impact; McMaster University; Population Health Research Institute","funders":"InflaRx; Fresenius Medical Care North America; Vasculitis UK; Hjerteforeningen","keywords":"Medicine; Microscopic polyangiitis; Eosinophilic; Intensive care medicine; Vasculitis; Granulomatosis with polyangiitis; Clinical trial; Malignancy; Disease; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001931544,0.0001046486,0.0001459856,0.00003848819,0.0006375793,0.00003765008,0.000207354,0.00002585872,0.001252086],"category_scores_gemma":[0.001070154,0.00006347712,0.0004967689,0.0001687582,0.0001683224,0.00005890677,0.0003057231,0.000472001,0.000007857299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001625186,"about_ca_system_score_gemma":0.0002593034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009961529,"about_ca_topic_score_gemma":0.000007293193,"domain_scores_codex":[0.9980118,0.0001645535,0.0005798718,0.0002702282,0.0008161605,0.0001573775],"domain_scores_gemma":[0.9984837,0.0001380299,0.0004361489,0.0005920176,0.0002405774,0.0001095779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006626703,0.000645784,0.04485408,0.00003629139,0.004992783,0.01295073,0.003167609,0.0002051957,0.004259896,0.01227603,0.9034702,0.01307517],"study_design_scores_gemma":[0.0006218332,0.0001025144,0.03835643,0.00004503429,0.0001604134,0.04796401,0.00153297,0.000155198,0.0003529888,0.006853951,0.9037274,0.0001272222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3881445,0.0009898965,0.001533208,0.1015669,0.009974232,0.001076726,0.0001937277,0.0001758518,0.496345],"genre_scores_gemma":[0.98578,0.0001206077,0.00006569749,0.001138872,0.0003130152,0.00007598965,0.0002678526,0.00002265013,0.01221534],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5976354,"threshold_uncertainty_score":0.9996609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009929417804110932,"score_gpt":0.2568386954277515,"score_spread":0.2469092776236406,"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."}}