{"id":"W3165462715","doi":"10.1136/annrheumdis-2021-eular.2138","title":"POS1428 VALIDATION OF ANCA-ASSOCIATED VASCULITIS AS THE CAUSE OF END-STAGE RENAL DISEASE IN THE UNITED STATES RENAL DATA SYSTEM","year":2021,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; End stage renal disease; Dialysis; Internal medicine; Disease; Kidney disease; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008077404,0.0005134443,0.0008299581,0.002430582,0.0009040771,0.002174755,0.001273976,0.0007408734,0.002671231],"category_scores_gemma":[0.01754094,0.0003656477,0.0006766533,0.002484444,0.0004780758,0.001019698,0.002265351,0.0008396683,0.001394007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008081187,"about_ca_system_score_gemma":0.003275896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01684918,"about_ca_topic_score_gemma":0.02198097,"domain_scores_codex":[0.9928229,0.002270297,0.001290212,0.001117098,0.00187326,0.0006262583],"domain_scores_gemma":[0.9771338,0.005407194,0.005083744,0.003244551,0.007513312,0.001617486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006713234,0.0001450738,0.9723669,0.0002247773,0.000381621,0.0001607966,0.0001223562,0.0008241268,0.001785233,0.0007933743,0.01485149,0.007672891],"study_design_scores_gemma":[0.0001515233,0.0002673633,0.9666374,0.0002465576,0.000265416,0.0004652363,0.0003624115,0.003554419,0.004153952,0.000620168,0.02324127,0.00003420051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8439071,0.0009216408,0.001693843,0.001362017,0.0002951112,0.0002172847,0.1412489,0.0002243604,0.0101298],"genre_scores_gemma":[0.8713963,0.0002764977,0.002747286,0.001010093,0.0001039398,0.000213563,0.1228334,0.00009830999,0.001320477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01684918,"threshold_uncertainty_score":0.04271787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06026962829155161,"score_gpt":0.3216066291731814,"score_spread":0.2613370008816298,"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."}}