{"id":"W4206979568","doi":"10.1002/acr2.11404","title":"Examining Health Outcomes in Juvenile Idiopathic Arthritis: A Genetic Epidemiology Study","year":2022,"lang":"en","type":"article","venue":"ACR Open Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Medical Research Council Canada; Wellcome Trust","keywords":"Medicine; Mendelian randomization; Internal medicine; Odds ratio; Arthritis; Genetic correlation; Physical therapy; Genetics; Genetic variation; Genotype; Environmental health; Biology; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005162803,0.0002142294,0.002298297,0.0003469505,0.0004025652,0.00001551669,0.0007010472,0.00008795977,0.001040562],"category_scores_gemma":[0.001222838,0.0002092071,0.0000721579,0.0004029811,0.0001135436,0.0001011072,0.00151866,0.0008925909,0.0001165634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002350674,"about_ca_system_score_gemma":0.001089283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006216009,"about_ca_topic_score_gemma":0.001100885,"domain_scores_codex":[0.9939654,0.002589434,0.001707727,0.0006323702,0.0002543735,0.0008506884],"domain_scores_gemma":[0.9982635,0.0004379817,0.0003867344,0.0007234081,0.00003837103,0.0001500373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001652626,0.0008626278,0.9682211,0.00006784584,0.00007838057,0.0004096945,0.004277862,0.00005080857,0.0000117695,0.0003045001,0.001103267,0.02444691],"study_design_scores_gemma":[0.007587298,0.00382755,0.9544126,0.00009334691,0.000008237119,0.00129557,0.02591418,0.0002846475,0.000001838487,0.0005842067,0.005768551,0.000221981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800531,0.01077145,0.00003594837,0.006033622,0.00021697,0.002262354,0.000005534399,0.00005029339,0.0005706995],"genre_scores_gemma":[0.9951311,0.0005881442,0.0003261405,0.002010593,0.000004582166,0.001338037,0.00002115599,0.00003949345,0.0005407382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02422493,"threshold_uncertainty_score":0.9998726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09248489998005462,"score_gpt":0.3879876701645623,"score_spread":0.2955027701845077,"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."}}