{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004641449,0.00009772921,0.0001979975,0.0001500374,0.0001698937,0.00001675754,0.00007787205,0.00006325607,0.00005317292],"category_scores_gemma":[0.0006406472,0.00007346481,0.00004811346,0.0001661953,0.000182837,0.0001248396,0.0001194772,0.0001101073,0.00002131143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000161846,"about_ca_system_score_gemma":0.0004088929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004083071,"about_ca_topic_score_gemma":0.00008492653,"domain_scores_codex":[0.9985021,0.00005614134,0.0001752151,0.0003166455,0.0006028806,0.0003470287],"domain_scores_gemma":[0.9985874,0.0003006564,0.00003764611,0.0003071053,0.0004952018,0.000271985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001077495,0.0001736607,0.1063188,0.0009489239,0.00006822903,0.0000603587,0.004235787,2.718774e-7,0.02353865,0.0002728882,0.00140648,0.8618985],"study_design_scores_gemma":[0.01445985,0.001559088,0.4106732,0.004325662,0.00008572464,0.00004694481,0.002788665,0.00002485835,0.4379434,0.0004283223,0.1271564,0.0005078094],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951307,0.001700046,0.0003205891,0.00141076,0.00003996015,0.00090744,0.00005878878,0.00002551564,0.0004062227],"genre_scores_gemma":[0.997586,0.0004405864,0.001235873,0.00002012912,0.00008514171,0.0002305113,0.00002346286,0.00002186167,0.0003565022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8613907,"threshold_uncertainty_score":0.2995808,"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."}}