{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004806032,0.0001680896,0.0002115969,0.0006805527,0.0003267437,0.00053694,0.000266772,0.0003126894,0.0009914511],"category_scores_gemma":[0.001892146,0.0001349095,0.0003718005,0.0007727469,0.0001773473,0.0004102335,0.0004125096,0.0004194931,0.0001359125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000444212,"about_ca_system_score_gemma":0.000307339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01363015,"about_ca_topic_score_gemma":0.01559945,"domain_scores_codex":[0.9994759,0.0001071193,0.00007564986,0.0000867775,0.0001169796,0.0001375597],"domain_scores_gemma":[0.998924,0.0001117093,0.0006798229,0.00002998261,0.0001029591,0.0001515099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002000943,0.00001738657,0.998696,0.000003107635,0.00001127608,0.00003039835,0.0001135781,0.00001686801,0.00005330214,0.000003494555,0.00004105521,0.0009935034],"study_design_scores_gemma":[9.542861e-7,0.00003548253,0.9995123,0.000004055659,0.00000495587,0.00008693341,0.0002203941,0.00006837343,0.00003051044,0.00000231711,0.00003264841,9.67142e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995752,0.00007680814,0.00002140714,0.00001832484,0.000001356438,0.000003546482,0.0001753885,0.000002652415,0.0001253339],"genre_scores_gemma":[0.99962,0.00004813039,0.0000306661,0.00001090679,0.000001946236,0.000004362979,0.0002166699,7.526344e-7,0.00006661405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01363015,"threshold_uncertainty_score":0.02710164,"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."}}