{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4450004,0.002403395,0.0137196,0.00643737,0.002034433,0.01369144,0.01482442,0.007661806,0.007075407],"category_scores_gemma":[0.5251022,0.002008676,0.009422954,0.008899255,0.01158059,0.01108966,0.008254264,0.01566647,0.002276811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01267627,"about_ca_system_score_gemma":0.02540245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005995338,"about_ca_topic_score_gemma":0.001945696,"domain_scores_codex":[0.6319266,0.2560142,0.05119233,0.01678825,0.04065417,0.003424431],"domain_scores_gemma":[0.1811028,0.6918733,0.03232039,0.01926679,0.07062432,0.004812423],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002322477,0.0003095648,0.005067991,0.06121659,0.001808887,0.00004260809,0.0007990017,0.001299273,0.0001689213,0.05674669,0.02529092,0.8449271],"study_design_scores_gemma":[0.006138322,0.01064396,0.02839653,0.2449525,0.007067568,0.0006664617,0.001993628,0.0128569,0.003153187,0.1846862,0.4983827,0.001062133],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003326662,0.8699906,0.04417849,0.06617931,0.007823044,0.001258399,0.001682224,0.0005845574,0.004976686],"genre_scores_gemma":[0.09640411,0.6174123,0.1858089,0.05232124,0.02263431,0.0162205,0.006684169,0.001046103,0.00146852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5549996,"threshold_uncertainty_score":0.6844133,"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."}}