{"id":"W4318775206","doi":"10.3899/jrheum.220656","title":"Do Patterns of Early Disease Severity Predict Grade 12 Academic Achievement in Youths With Childhood-Onset Chronic Rheumatic Diseases?","year":2023,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Arthritis Society","keywords":"Medicine; Logistic regression; Disease; Severity of illness; Cohort; Pediatrics; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001070653,0.0003381528,0.000319276,0.0009089529,0.0005286789,0.0008660529,0.0006056983,0.0005020823,0.001352614],"category_scores_gemma":[0.005453491,0.0002302927,0.0003971805,0.001360151,0.0004564025,0.0004915534,0.0006839771,0.000721006,0.0002424258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347294,"about_ca_system_score_gemma":0.00221328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.213312,"about_ca_topic_score_gemma":0.2892704,"domain_scores_codex":[0.9992285,0.000143434,0.00006467686,0.0001221213,0.0001794331,0.0002618389],"domain_scores_gemma":[0.9960263,0.0003968322,0.002070602,0.0001478349,0.0005230498,0.0008353996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001172587,0.000007480602,0.9996793,0.000001415268,0.000006757207,0.000003923611,0.00002044795,0.00001575833,0.000008853621,0.0000034641,0.00002223835,0.0002186094],"study_design_scores_gemma":[0.000001118734,0.00001299542,0.9997626,0.00000298283,0.000003357711,0.00001153129,0.00007596926,0.00008657695,0.000008625648,0.000005344087,0.00002826332,7.592629e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988719,0.0001333365,0.00004234364,0.0001061924,0.000003012186,0.000005414612,0.0005171392,0.000002368575,0.0003183427],"genre_scores_gemma":[0.9993641,0.00004973749,0.00004052172,0.00001148541,0.000002997973,0.000002593,0.0004624882,8.923136e-7,0.00006528313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.213312,"threshold_uncertainty_score":0.4241407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764400379890679,"score_gpt":0.2870686105311723,"score_spread":0.2694246067322655,"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."}}