{"id":"W3003515909","doi":"10.3899/jrheum.191029","title":"Patterns of Healthcare Use and Medication Adherence among Youth with Systemic Lupus Erythematosus during Transfer from Pediatric to Adult Care","year":2020,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Health care; Rheumatology; Pharmacy; Young adult; Internal medicine; Ambulatory care; Ambulatory; Family medicine; Emergency medicine; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002980565,0.0001708773,0.0006264846,0.0001175381,0.0002484143,0.000004736175,0.0002747086,0.0002078017,0.00002328788],"category_scores_gemma":[0.0002223424,0.0001060468,0.00004836009,0.0002105131,0.00003949933,0.0001327159,0.00005551448,0.0008333629,0.000007066113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006140362,"about_ca_system_score_gemma":0.0004047189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005119266,"about_ca_topic_score_gemma":0.002279771,"domain_scores_codex":[0.9971072,0.0009396037,0.00110161,0.0001683221,0.0003373727,0.0003458636],"domain_scores_gemma":[0.9974427,0.000599139,0.0006813643,0.0002039354,0.0006541658,0.0004186523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006258488,0.000007600753,0.8611302,0.002769272,0.00002330105,0.000006075485,0.1352693,0.00000679885,0.000009537694,0.00002283886,0.00004811616,0.00008112946],"study_design_scores_gemma":[0.004241032,0.000896338,0.7349162,0.004414573,0.0003625461,0.0006722526,0.2541646,0.00002656272,0.00002567391,0.00001535704,0.00001034223,0.0002545343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917484,0.002102239,0.001189457,0.003783579,0.0004250653,0.0006019251,0.0001270964,0.00002043134,0.000001814027],"genre_scores_gemma":[0.9945822,0.004847642,0.00006182534,0.0003407982,0.0001225198,0.000007261798,0.000008294742,0.00002577151,0.000003634437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.126214,"threshold_uncertainty_score":0.7738833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04304392665736659,"score_gpt":0.3110146364436431,"score_spread":0.2679707097862765,"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."}}