{"id":"W4312203693","doi":"10.1016/j.xkme.2022.100595","title":"Plasma Exchange for ANCA-Associated Vasculitis: An International Survey of Patient Preferences","year":2022,"lang":"en","type":"article","venue":"Kidney Medicine","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; University of Alberta; McMaster University; Population Health Research Institute","funders":"National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Vasculitis Clinical Research Consortium; Rare Diseases Clinical Research Network; Patient-Centered Outcomes Research Institute","keywords":"Medicine; Dialysis; Creatinine; Logistic regression; Respondent; Vasculitis; ANCA-Associated Vasculitis; Internal medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00390142,0.0003111312,0.0002611161,0.001033589,0.0004931643,0.0009616072,0.0003536926,0.0006397549,0.003995603],"category_scores_gemma":[0.007736215,0.0002998907,0.0005011848,0.001327281,0.0006352015,0.001167517,0.001146878,0.0008029416,0.0006736144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008405821,"about_ca_system_score_gemma":0.0008185203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004590603,"about_ca_topic_score_gemma":0.005487044,"domain_scores_codex":[0.9961629,0.002160064,0.0005084373,0.0002742186,0.0004146565,0.0004797001],"domain_scores_gemma":[0.9917425,0.001984088,0.004628156,0.0003076633,0.0005806946,0.0007569559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000151636,0.0003098058,0.9874764,0.0000857396,0.00005130807,0.00006774221,0.002252065,0.000162156,0.0001616675,0.0001121804,0.00155093,0.007618489],"study_design_scores_gemma":[0.00008265101,0.0007564604,0.9815193,0.0001583396,0.00003303914,0.0005192746,0.009704192,0.001038318,0.0003039936,0.0001817015,0.005649225,0.00005350313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943781,0.0002062386,0.0003771804,0.0004971549,0.000007262765,0.0003252793,0.002157602,0.000006748202,0.002044362],"genre_scores_gemma":[0.9959927,0.0003128596,0.001087628,0.0007036545,0.00001673569,0.0004714543,0.001079202,0.000004381046,0.0003314271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004590603,"threshold_uncertainty_score":0.02063292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04192900578127064,"score_gpt":0.2995687851519275,"score_spread":0.2576397793706569,"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."}}