{"id":"W4414320957","doi":"10.1101/2025.09.16.25335907","title":"Identifying Facilitators of and Barriers to Digital Health Literacy in Pediatric Rheumatic Diseases: A Scoping Review Protocol","year":2025,"lang":"en","type":"review","venue":"medRxiv","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Hospital for Sick Children; University of Saskatchewan; University of Regina","funders":"University of Regina","keywords":"Protocol (science); Grey literature; Health literacy; Context (archaeology); Inclusion (mineral); Digital health; eHealth; Literacy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.1300778,0.004697195,0.01074847,0.01595522,0.005828107,0.008442996,0.006354233,0.009845797,0.08560792],"category_scores_gemma":[0.1215185,0.00702572,0.01297099,0.01236099,0.005148831,0.008214579,0.006848488,0.007279071,0.0161167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01612297,"about_ca_system_score_gemma":0.09509834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006740745,"about_ca_topic_score_gemma":0.01311567,"domain_scores_codex":[0.950375,0.0205162,0.01753966,0.004073201,0.005118753,0.002377329],"domain_scores_gemma":[0.9165813,0.03312444,0.01123569,0.007150957,0.02833191,0.003575756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01175158,0.001378898,0.00225654,0.749427,0.001785327,0.001723079,0.0118884,0.00229839,0.002583245,0.01548412,0.06388197,0.1355415],"study_design_scores_gemma":[0.03143391,0.00295368,0.007796642,0.6302859,0.004952943,0.000906739,0.008999248,0.001922894,0.003236411,0.0139021,0.2929976,0.0006118831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002574382,0.0005913151,0.0009981943,0.0002182667,0.00009813828,0.9954601,0.001945869,0.00003300398,0.0003976618],"genre_scores_gemma":[0.0001800986,0.0003733028,0.001762336,0.00008027615,0.000009698868,0.9972625,0.0002086708,0.000002738291,0.0001204689],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1300778,"threshold_uncertainty_score":0.6879255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04057815504281627,"score_gpt":0.440440978139535,"score_spread":0.3998628230967187,"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."}}