{"id":"W4361000041","doi":"10.1136/rmdopen-2022-002953","title":"Score to assess the probability of relapse in granulomatosis with polyangiitis and microscopic polyangiitis","year":2023,"lang":"en","type":"article","venue":"RMD Open","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Microscopic polyangiitis; Granulomatosis with polyangiitis; Internal medicine; Cohort; Vasculitis; Univariate analysis; Anti-neutrophil cytoplasmic antibody; Gastroenterology; Multivariate analysis; Disease","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":[0.01268355,0.00136383,0.002600117,0.002416421,0.0002210856,0.0007780438,0.0008721802,0.0007588432,0.002260671],"category_scores_gemma":[0.01707367,0.0002570111,0.004463307,0.001218138,0.0005199854,0.0007387907,0.001337472,0.001053449,0.0002977083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007794519,"about_ca_system_score_gemma":0.0009754284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001297445,"about_ca_topic_score_gemma":0.001290898,"domain_scores_codex":[0.9915985,0.005171574,0.0007821938,0.0004687936,0.001731065,0.0002479354],"domain_scores_gemma":[0.9827273,0.00912567,0.00561989,0.0004112264,0.001295632,0.0008201754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0196296,0.0004795283,0.8162761,0.002363745,0.01875868,0.0001983504,0.000134666,0.01288759,0.001064887,0.001238515,0.006477189,0.1204911],"study_design_scores_gemma":[0.006186422,0.01337759,0.9129018,0.0006614911,0.006073368,0.001666431,0.0001747699,0.04632829,0.0008702088,0.003287813,0.00826951,0.0002023351],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9219921,0.01886323,0.03923661,0.001143933,0.0004024103,0.002184221,0.01050334,0.0005265161,0.005147794],"genre_scores_gemma":[0.9813042,0.00122593,0.01161219,0.0002094371,0.0001597603,0.0009060043,0.004045836,0.00001968605,0.0005170835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01268355,"threshold_uncertainty_score":0.06707788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04575544772571834,"score_gpt":0.3083187957512399,"score_spread":0.2625633480255216,"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."}}