{"id":"W4291168163","doi":"10.1186/s12969-022-00721-7","title":"α2-fraction and haptoglobin as biomarkers for disease activity in oligo- and polyarticular juvenile idiopathic arthritis","year":2022,"lang":"en","type":"article","venue":"Pediatric Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Haptoglobin; Oligoarthritis; Internal medicine; Erythrocyte sedimentation rate; Acute-phase protein; Arthritis; Serum protein electrophoresis; Polyarthritis; Confounding; Rheumatology; Gastroenterology; Immunology; Antibody; Monoclonal; Inflammation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001594739,0.0007661618,0.0005136671,0.001416589,0.0001581428,0.0007189302,0.0002287982,0.0003386652,0.0007165847],"category_scores_gemma":[0.002222877,0.0001578191,0.0004567391,0.001087866,0.0002922832,0.0003509561,0.0003185928,0.0003451109,0.0001881876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001981653,"about_ca_system_score_gemma":0.0002126149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102727,"about_ca_topic_score_gemma":0.001032071,"domain_scores_codex":[0.9993359,0.0002786159,0.00006712231,0.0001274038,0.0001456677,0.00004525867],"domain_scores_gemma":[0.9983969,0.0004517427,0.0007141786,0.00008244778,0.0001894171,0.0001653228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007538878,0.00003421717,0.9915298,0.00005625077,0.0002088382,0.00006931135,0.00005825278,0.0002590283,0.001976458,0.00001573542,0.00004313455,0.004995069],"study_design_scores_gemma":[0.00001704787,0.0003745046,0.996711,0.00002109994,0.000119386,0.0003832457,0.00007056396,0.001236677,0.0007690483,0.00004389316,0.0002466539,0.000006798452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920784,0.006699323,0.0007410257,0.00003199102,0.00001348016,0.00001243877,0.0001185877,0.00001272248,0.0002919926],"genre_scores_gemma":[0.9987056,0.0004563435,0.0005109321,0.000008198499,0.00001800447,0.000006779024,0.0001201546,0.00000205905,0.0001718789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001594739,"threshold_uncertainty_score":0.008433878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010088394436655,"score_gpt":0.2689915502946538,"score_spread":0.2588906663502873,"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."}}