{"id":"W4223518881","doi":"10.1016/j.jcjd.2022.04.002","title":"Social Determinants of Health Associated With Patient Portal Use in Pediatric Diabetes","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Tandem Diabetes Care; CHEO Research Institute","keywords":"Medicine; Social determinants of health; Diabetes mellitus; Patient portal; Health care; Endocrinology; Nursing; Public health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008213617,0.0001871805,0.0002367343,0.001177305,0.0005312384,0.001400198,0.000386306,0.0006357927,0.004017934],"category_scores_gemma":[0.008530027,0.0002583279,0.0009982906,0.002703469,0.0003901538,0.000720254,0.0009502636,0.001764405,0.0002332495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001318341,"about_ca_system_score_gemma":0.001941283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06751624,"about_ca_topic_score_gemma":0.06784929,"domain_scores_codex":[0.99845,0.0003886029,0.0002148459,0.0001578448,0.0003033328,0.000485392],"domain_scores_gemma":[0.9866855,0.003816569,0.006252375,0.0003570024,0.0007565637,0.002132002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002128801,0.0000601162,0.9986615,0.000005560887,0.00002627207,0.00003382681,0.00009229434,0.00002867041,0.00001608174,0.00003404238,0.00008346077,0.0009368725],"study_design_scores_gemma":[0.000001473206,0.00002954549,0.998952,0.00001344099,0.00001932347,0.00005712297,0.0005669197,0.0001612379,0.00002188679,0.000024141,0.0001496698,0.000003196191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978517,0.0002837179,0.0000342916,0.0003479063,0.000007988237,0.000005811993,0.0005870917,0.000004399269,0.0008770719],"genre_scores_gemma":[0.9993466,0.0001602523,0.00005589031,0.00003852327,0.00001381945,0.000004009083,0.0002116076,0.000002809991,0.000166577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06751624,"threshold_uncertainty_score":0.1342465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04747149183098127,"score_gpt":0.3409120543287528,"score_spread":0.2934405624977716,"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."}}