{"id":"W2913547994","doi":"10.3899/jrheum.181088","title":"Establishing an Updated Core Domain Set for Studies in Juvenile Idiopathic Arthritis: A Report from the OMERACT 2018 JIA Workshop","year":2019,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arthritis Australia; Childhood Arthritis and Rheumatology Research Alliance; Patient-Centered Outcomes Research Institute; Arthritis Foundation","keywords":"Medicine; Delphi method; Randomized controlled trial; Observational study; Physical therapy; Family medicine; Voting; Internal medicine; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004932596,0.0001584354,0.001016989,0.0001372716,0.0001502662,0.00002853561,0.0004109267,0.000138737,0.0001328775],"category_scores_gemma":[0.001504401,0.00008591094,0.0001250131,0.0002379712,0.0002383314,0.0003342896,0.0001041376,0.000853922,0.00002301648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008525708,"about_ca_system_score_gemma":0.0004583645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002839476,"about_ca_topic_score_gemma":0.0005500713,"domain_scores_codex":[0.9974635,0.0004261125,0.001253306,0.0001594754,0.0003371897,0.0003604429],"domain_scores_gemma":[0.9971648,0.001041291,0.0008620316,0.0005396238,0.0003248263,0.00006747094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.008002545,0.0004413708,0.7654043,0.0002579679,0.00155155,0.001411464,0.04697293,0.000228708,0.006647982,0.0005112098,0.1590163,0.009553699],"study_design_scores_gemma":[0.04645138,0.005826449,0.1376476,0.01443844,0.0007095261,0.1357125,0.4650704,0.003072937,0.0008323073,0.04421838,0.1446308,0.001389303],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746101,0.01830019,0.0001048339,0.005865718,0.0005405709,0.0004967313,0.000006981845,0.00001263981,0.00006221087],"genre_scores_gemma":[0.9961703,0.003093072,0.0001852156,0.0002892853,0.00003751181,0.00001184246,0.00003029572,0.00002601167,0.0001564858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6277567,"threshold_uncertainty_score":0.3709914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05962996990905053,"score_gpt":0.3564146079001743,"score_spread":0.2967846379911238,"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."}}