{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006829058,0.0001356896,0.000529598,0.0003415474,0.0002459749,0.00001554008,0.00005674109,0.00007749705,0.0001066269],"category_scores_gemma":[0.0004568852,0.0001463604,0.00006095606,0.0002886218,0.00008861325,0.0001223082,0.000145164,0.0002797254,0.000008688266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009105445,"about_ca_system_score_gemma":0.0004056135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005050719,"about_ca_topic_score_gemma":0.00002509409,"domain_scores_codex":[0.9985126,0.0001797477,0.000390099,0.0003547985,0.0002025357,0.000360165],"domain_scores_gemma":[0.9993184,0.0001440273,0.0001354775,0.0001907717,0.00003396839,0.0001773544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00285374,0.0004781164,0.9503223,0.0008625708,0.00006483227,0.0002403771,0.0003627011,0.000007430999,0.00157985,0.0005827312,0.001491612,0.04115372],"study_design_scores_gemma":[0.01703785,0.002115424,0.9498267,0.00009232818,0.0002178936,0.001447749,0.001630979,0.009286019,0.0002974939,0.003650032,0.01368627,0.000711277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745171,0.02197577,0.0001227602,0.002492395,0.0001112169,0.0006606903,0.00001519997,0.00003880701,0.00006606881],"genre_scores_gemma":[0.9929517,0.006414308,0.0000403109,0.00009229787,0.00001539237,0.0003851842,0.00001755738,0.00002089987,0.00006236124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04044244,"threshold_uncertainty_score":0.5968403,"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."}}