{"id":"W4391409632","doi":"10.2196/54807","title":"The Impact of Parental Electronic Health Literacy on Disease Management and Outcomes in Pediatric Type 1 Diabetes Mellitus: Cross-Sectional Clinical Study","year":2024,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Budapesti Corvinus Egyetem","keywords":"Medicine; Type 1 diabetes; Health literacy; Cross-sectional study; Diabetes mellitus; Quality of life (healthcare); Literacy; Disease management; Disease; Diabetes management; Family medicine; Pediatrics; Gerontology; Health care; Type 2 diabetes; Internal medicine; Psychology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004437416,0.0001671797,0.0002950626,0.0002388287,0.0006748718,0.0001590774,0.000121995,0.00007090109,0.0000325213],"category_scores_gemma":[0.0002433304,0.0001041087,0.00008895906,0.0005799141,0.00003666525,0.0003976568,0.0001521756,0.0007231855,0.00001321246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001506036,"about_ca_system_score_gemma":0.0005077061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006075182,"about_ca_topic_score_gemma":0.00001919789,"domain_scores_codex":[0.9963412,0.0005762393,0.001878134,0.0003431753,0.000278766,0.0005824403],"domain_scores_gemma":[0.9972272,0.001805393,0.0004161224,0.0002163115,0.0001074661,0.0002275215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000100792,0.0002525806,0.9853126,0.001248473,0.00002018139,0.000001033052,0.001047858,0.000008024794,4.758571e-9,0.0003062283,0.0002950403,0.01140717],"study_design_scores_gemma":[0.0005154422,0.0003274828,0.9950652,0.00004810998,0.00001306777,7.876208e-8,0.0002145444,0.002575432,4.933212e-9,0.0003242942,0.0008246585,0.00009164276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991116,0.00653009,0.000005761332,0.00008241669,0.0007169016,0.001334928,0.00006327048,0.00003851342,0.0001121567],"genre_scores_gemma":[0.9925157,0.00667499,0.0000149036,0.0001365466,0.0003604192,0.0001270428,0.00004032288,0.00001221874,0.0001178638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01131553,"threshold_uncertainty_score":0.5190637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05195937240666828,"score_gpt":0.5074453247140317,"score_spread":0.4554859523073634,"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."}}