{"id":"W1984579605","doi":"10.3899/jrheum.131248","title":"Current Status of Outcome Measure Development in Vasculitis","year":2014,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Center for Research Resources; National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Vasculitis Clinical Research Consortium; National Institutes of Health; National Institute for Health and Care Research; Patient-Centered Outcomes Research Institute","keywords":"Medicine; Vasculitis; Measure (data warehouse); Outcome (game theory); Intensive care medicine; Internal medicine; Disease; Data mining","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008000731,0.000079312,0.0004700341,0.0001676985,0.00003520839,0.000001949015,0.0001051821,0.00006857137,0.00009402296],"category_scores_gemma":[0.000309702,0.0000449586,0.000111653,0.0001228348,0.0000834668,0.00002967053,0.00002219264,0.0004011349,0.00001510576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005909551,"about_ca_system_score_gemma":0.0001913983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000740822,"about_ca_topic_score_gemma":0.00007320441,"domain_scores_codex":[0.9985512,0.0001833531,0.0007662075,0.00005130718,0.0002296109,0.0002182512],"domain_scores_gemma":[0.999098,0.0001438596,0.0003326104,0.0001430638,0.000181004,0.0001014614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001030816,0.0001818228,0.9533259,0.0001256348,0.000257829,0.000007860297,0.002121223,0.00005690094,0.00009537199,0.00278951,0.0005827588,0.04035211],"study_design_scores_gemma":[0.007556465,0.000418768,0.9287916,0.001380282,0.0002938075,0.009585265,0.000529169,0.0000829265,0.0003418292,0.001257368,0.04961187,0.000150669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930397,0.003969268,0.001183981,0.000975898,0.0003831795,0.0000828158,9.815798e-7,0.00000422884,0.0003599241],"genre_scores_gemma":[0.9965578,0.002978348,0.0003958022,0.00003456999,0.000006670567,0.000001239707,0.000001781534,0.000007108672,0.00001668294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04902912,"threshold_uncertainty_score":0.1833358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02170901464347121,"score_gpt":0.2826365192615672,"score_spread":0.2609275046180961,"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."}}