{"id":"W4410707775","doi":"10.15173/child.v3i1.3902","title":"Accessibility Implications of T1D Interventions (MDI, CSII, AID) for Children and Adolescents Aged 5-15 in the US and Canada: Identifying Gaps and Future Advancement Opportunities","year":2025,"lang":"en","type":"article","venue":"The Child Health Interdisciplinary Literature and Discovery Journal","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medicine; Gerontology; Psychology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001744421,0.0002330126,0.0004213236,0.0001860827,0.002976083,0.0001491822,0.000254652,0.0001272208,0.000005052541],"category_scores_gemma":[0.00004018441,0.0001378356,0.00008069667,0.0002075377,0.000147024,0.0005800743,0.0004931309,0.001299465,3.91866e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001444604,"about_ca_system_score_gemma":0.0006988178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002125771,"about_ca_topic_score_gemma":0.07717118,"domain_scores_codex":[0.9972343,0.0007554289,0.001061162,0.0003218341,0.0001714811,0.0004558292],"domain_scores_gemma":[0.9985856,0.0002766422,0.0005426423,0.000289774,0.0001137729,0.0001915156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006838896,0.0001821389,0.9134331,0.008597905,0.00007978558,0.000005638348,0.03551548,0.00000138094,0.000002316139,0.0052595,0.01974827,0.01649058],"study_design_scores_gemma":[0.001384894,0.0001232024,0.9688411,0.006435422,0.00005490008,0.00007497247,0.01489854,0.000005637126,3.754552e-7,0.006374984,0.001690578,0.0001153807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8164111,0.06535582,0.0004224904,0.1146288,0.0006037334,0.001762206,0.0006926192,0.000008284374,0.0001149511],"genre_scores_gemma":[0.9737738,0.01978081,0.00006166365,0.005350239,0.000671392,0.00006546557,0.0001190165,0.00001232332,0.0001652398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1573627,"threshold_uncertainty_score":0.9983219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05048230981332803,"score_gpt":0.4240788071513468,"score_spread":0.3735964973380188,"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."}}