{"id":"W2005749682","doi":"10.3899/jrheum.110275","title":"Development of Outcome Measures for Large-vessel Vasculitis for Use in Clinical Trials: Opportunities, Challenges, and Research Agenda","year":2011,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Research Resources; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health","keywords":"Clinical trial; Medicine; Vasculitis; Disease; Giant cell arteritis; Randomized controlled trial; Intensive care medicine; Physical therapy; Pediatrics; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.6453562,0.003550526,0.02235987,0.008850693,0.002249855,0.01534444,0.009060083,0.01123292,0.00525737],"category_scores_gemma":[0.6797784,0.001999087,0.01579875,0.01022288,0.007240081,0.01910412,0.007018326,0.01668487,0.001976356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01006675,"about_ca_system_score_gemma":0.03731205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002334166,"about_ca_topic_score_gemma":0.002556527,"domain_scores_codex":[0.3190319,0.5692516,0.07549332,0.007045177,0.02689899,0.002279032],"domain_scores_gemma":[0.09633446,0.7739624,0.0508054,0.01571033,0.05947675,0.00371062],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.008780506,0.001695755,0.01978502,0.1865884,0.01690102,0.000324952,0.001957742,0.004662415,0.001012597,0.04964477,0.04321585,0.665431],"study_design_scores_gemma":[0.02238842,0.0227886,0.02910511,0.5015607,0.03349645,0.00103856,0.004370908,0.03026739,0.003188644,0.1469611,0.2036212,0.001212766],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.006523671,0.6007966,0.1218038,0.2217741,0.01626384,0.02277196,0.002884504,0.0007186465,0.006462834],"genre_scores_gemma":[0.1003248,0.1778671,0.5423035,0.08033132,0.01675345,0.07764831,0.003509669,0.000475182,0.0007865112],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6453562,"threshold_uncertainty_score":0.4373389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6736027191909844,"score_gpt":0.4777270081731504,"score_spread":0.1958757110178339,"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."}}