{"id":"W2272494523","doi":"10.1002/acr.22844","title":"Development and First Validation of a Disease Activity Score for Gout","year":2016,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Gout; Medicine; Construct validity; Visual analogue scale; Discriminant validity; Physical therapy; Internal medicine; External validity; Statistics; Psychometrics; Clinical psychology; Mathematics","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":[0.008834599,0.0008340955,0.0005363032,0.001243729,0.0002569462,0.0008294773,0.0006991503,0.0006900346,0.001169982],"category_scores_gemma":[0.01677427,0.0001460421,0.000655408,0.0006178966,0.0005021613,0.0005448104,0.0008423979,0.0008819582,0.0007368125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005660674,"about_ca_system_score_gemma":0.001279637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009442366,"about_ca_topic_score_gemma":0.0008795836,"domain_scores_codex":[0.9948288,0.002601988,0.0004040168,0.0003680971,0.001597572,0.0001994879],"domain_scores_gemma":[0.9943947,0.001676114,0.0006647269,0.0005495492,0.002373212,0.0003416554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002152639,0.001473254,0.6587015,0.0004808729,0.0003552489,0.0002312553,0.0006242484,0.003160303,0.02605265,0.0009366932,0.002520192,0.3033112],"study_design_scores_gemma":[0.0006695118,0.01085524,0.9375973,0.0003772043,0.0003878261,0.0009952178,0.0002867485,0.0175629,0.01597886,0.0008692125,0.01435155,0.00006842684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376094,0.002320491,0.05090764,0.0005278684,0.000245097,0.002089128,0.001696732,0.0002008853,0.004402855],"genre_scores_gemma":[0.9389392,0.0005210662,0.05545907,0.0001449465,0.0001079511,0.00110006,0.00281512,0.00004991483,0.0008627433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008834599,"threshold_uncertainty_score":0.04672241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07552454381550158,"score_gpt":0.3595300589659801,"score_spread":0.2840055151504784,"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."}}