{"id":"W4291186570","doi":"10.1136/annrheumdis-2022-eular.740","title":"OP0216 DEVELOPMENT, REFINEMENT AND WEIGHTING OF CANDIDATE CRITERIA FOR AXIAL DISEASE IN JUVENILE SPONDYLOARTHRITIS: AN INTERNATIONAL COLLABORATION","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Hospital for Sick Children","funders":"Perelman School of Medicine, University of Pennsylvania; National Institutes of Health; Istanbul Üniversitesi-Cerrahpasa; Universiteit Gent; University of Alberta; Pennsylvania State University; Sanjay Gandhi Postgraduate Institute of Medical Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Universitair Ziekenhuis Gent; University of Wisconsin-Madison; Hospital for Sick Children; University of Pennsylvania; Children's Hospital of Philadelphia","keywords":"Medicine; Juvenile; Weighting; Axial spondyloarthritis; Disease; Medical physics; Family medicine; Pathology; Radiology; Sacroiliitis; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0934407,0.001147735,0.002560667,0.004570732,0.001312695,0.006403402,0.003927257,0.001980557,0.004732453],"category_scores_gemma":[0.07667984,0.0006582142,0.002766431,0.003835366,0.001497348,0.00243163,0.007027833,0.003197235,0.001592347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002596838,"about_ca_system_score_gemma":0.01597518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01101288,"about_ca_topic_score_gemma":0.01422046,"domain_scores_codex":[0.9747888,0.01068105,0.004306596,0.002322359,0.006265413,0.001635714],"domain_scores_gemma":[0.9278814,0.01903492,0.009514038,0.009171874,0.02714099,0.00725677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.005012541,0.00072038,0.2520434,0.003044087,0.003559034,0.0007293079,0.00283743,0.003748657,0.007302412,0.00652037,0.06011924,0.6543632],"study_design_scores_gemma":[0.003715822,0.003547507,0.3528406,0.01935566,0.008178833,0.005028025,0.003965317,0.006851437,0.01378836,0.0112559,0.5710033,0.0004692386],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6381838,0.1248083,0.04614665,0.05567954,0.00736266,0.005041174,0.02304686,0.0006122991,0.09911881],"genre_scores_gemma":[0.7170916,0.03872948,0.1691735,0.01166047,0.002643117,0.003797041,0.0429348,0.001433443,0.01253655],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0934407,"threshold_uncertainty_score":0.4941676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04041262070235,"score_gpt":0.3578749755303353,"score_spread":0.3174623548279852,"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."}}