{"id":"W4379015258","doi":"10.3899/jrheum.2023-0458","title":"What’s in a Name? That Which We Call JIA, by Any Other Name, Would It Still Be the Same Childhood Arthritis?","year":2023,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"","keywords":"Medicine; Rheumatology; Arthritis; Alternative medicine; Family medicine; Nomenclature; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002322617,0.0002217482,0.0008069607,0.0002771351,0.0001447387,0.00005635305,0.0006035488,0.0003165955,0.000638023],"category_scores_gemma":[0.0005596059,0.0001237021,0.0001544357,0.0005445161,0.0003342488,0.0003036936,0.0001551171,0.002008365,0.0002383724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005797078,"about_ca_system_score_gemma":0.0004078062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000341083,"about_ca_topic_score_gemma":0.0006145249,"domain_scores_codex":[0.9971728,0.0005449023,0.0008630891,0.0001667261,0.0006214658,0.0006310225],"domain_scores_gemma":[0.9981768,0.0005886637,0.0004370716,0.000484138,0.000188705,0.0001246449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001727029,0.0008715107,0.270286,0.0002737239,0.001169455,0.0003553241,0.06291727,0.0001663703,0.001347443,0.0008145495,0.6124746,0.04759672],"study_design_scores_gemma":[0.01469248,0.00182098,0.104337,0.00420075,0.0001800558,0.01970192,0.07215079,0.001055066,0.0005808233,0.003652768,0.7769508,0.0006765396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8036667,0.02490153,0.00001912421,0.1701829,0.0003985224,0.0003314594,0.000007163292,0.00002701738,0.0004655162],"genre_scores_gemma":[0.8891122,0.1061645,0.00001136883,0.002647551,0.00001897705,0.00001297552,0.00000537191,0.0000465396,0.001980546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1675354,"threshold_uncertainty_score":0.872546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246873966186525,"score_gpt":0.2941912328369012,"score_spread":0.2695038362182487,"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."}}