{"id":"W4400138263","doi":"10.1002/acr.25393","title":"Childhood Arthritis and Rheumatology Research Alliance Biologic Disease‐Modifying Antirheumatic Drug Consensus Treatment Plans for Refractory Moderately Severe Juvenile Dermatomyositis","year":2024,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Juvenile dermatomyositis; Medicine; Rheumatology; Refractory (planetary science); Juvenile; Arthritis; Internal medicine; Alliance; Physical therapy; Dermatomyositis; Political science","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001424958,0.0004998443,0.001039687,0.0006697103,0.001549031,0.0005216179,0.0002459087,0.0003245648,0.0001220877],"category_scores_gemma":[0.0004694366,0.0004589631,0.00028355,0.0006310946,0.001081642,0.0002532777,0.0002421754,0.001120501,0.0002221132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005012145,"about_ca_system_score_gemma":0.001409954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004280183,"about_ca_topic_score_gemma":0.0005519123,"domain_scores_codex":[0.9939533,0.0009427359,0.0008861528,0.001336242,0.001056161,0.001825404],"domain_scores_gemma":[0.995078,0.002235662,0.00007383303,0.0007974245,0.001013726,0.0008013255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001850662,0.0006985189,0.02157786,0.008264858,0.0006811746,0.02209182,0.03067023,0.00003550037,0.001221265,0.01164038,0.05207834,0.8491894],"study_design_scores_gemma":[0.05656022,0.01196446,0.09593009,0.09488166,0.0004389111,0.06162335,0.09440765,0.01900178,0.01111999,0.02845487,0.5194824,0.006134586],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7664604,0.2251425,0.00003282792,0.003239506,0.0003208329,0.002555296,0.001024448,0.0003102813,0.0009139434],"genre_scores_gemma":[0.9138185,0.08309825,0.0006175907,0.0001260262,0.0001835429,0.001228791,0.0004236303,0.0001225478,0.0003810666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8430548,"threshold_uncertainty_score":0.9997862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05533592291109061,"score_gpt":0.3644518733105364,"score_spread":0.3091159503994458,"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."}}