{"id":"W4379015266","doi":"10.3899/jrheum.2022-1253","title":"Rheumatoid Arthritis or Imitator?","year":2023,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"RNA regulation and disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Rheumatoid arthritis; Rheumatology; Hyperpigmentation; Hypertrichosis; Arthritis; Systemic disease; Deformity; Internal medicine; Disease; Surgery","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":[0.0004258825,0.00008591258,0.0001732036,0.00007364149,0.00008226273,0.00001061621,0.0002412023,0.00007591692,0.00009933257],"category_scores_gemma":[0.0003126502,0.00005152923,0.0000948361,0.0001470786,0.0001102808,0.000004384049,0.00006397296,0.00007878723,0.00008986974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004984623,"about_ca_system_score_gemma":0.0001410271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000889587,"about_ca_topic_score_gemma":0.00003210717,"domain_scores_codex":[0.9991496,0.0001415659,0.0003366994,0.00007396234,0.0001235093,0.0001746954],"domain_scores_gemma":[0.9992974,0.0000680258,0.0002272634,0.0002060177,0.0001070797,0.00009414829],"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":[0.004681429,0.0002101155,0.2777183,0.00006884959,0.0006544384,0.000132564,0.0009252861,0.001738028,0.07562025,0.003546936,0.6035458,0.03115791],"study_design_scores_gemma":[0.01654633,0.00340441,0.1405965,0.0005284063,0.000120539,0.06797982,0.006243602,0.00156627,0.0270341,0.007129343,0.7274181,0.001432517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963587,0.001329245,0.0003823206,0.001303103,0.0003518329,0.0000488051,0.000003533505,0.00001185021,0.0002105972],"genre_scores_gemma":[0.9865963,0.01264428,0.00007657203,0.0001889297,0.0000181964,0.000001630954,0.000007014795,0.00001338356,0.0004536512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1371218,"threshold_uncertainty_score":0.2101301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339385499572787,"score_gpt":0.2590868776474207,"score_spread":0.2456930226516928,"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."}}