{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003555682,0.0005867674,0.001854694,0.002896828,0.002528433,0.004284001,0.00151211,0.001132749,0.004989456],"category_scores_gemma":[0.01745344,0.0003330523,0.002142603,0.005163139,0.001406263,0.001699763,0.002158273,0.002374649,0.000163195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0326695,"about_ca_system_score_gemma":0.1649704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8994436,"about_ca_topic_score_gemma":0.9374954,"domain_scores_codex":[0.9964694,0.0007693992,0.0004631467,0.0002319916,0.001315787,0.0007502362],"domain_scores_gemma":[0.9883659,0.00499366,0.0009476808,0.0001001692,0.004492498,0.00110023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002845384,0.0001717228,0.02619219,0.1196722,0.001164883,0.0006521929,0.005456286,0.001518545,0.0002182266,0.01883699,0.0423628,0.7834695],"study_design_scores_gemma":[0.0002122741,0.0002774243,0.1193934,0.3115903,0.004570738,0.0008708664,0.01627887,0.001244355,0.0006090456,0.006950328,0.5377814,0.0002210187],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01330758,0.9392384,0.0006899631,0.02576507,0.0008032455,0.0002951317,0.003616586,0.00003373987,0.0162502],"genre_scores_gemma":[0.09369554,0.8973292,0.002414508,0.004172884,0.0001998493,0.0002576141,0.0009627288,0.00001841378,0.0009493382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1005564,"threshold_uncertainty_score":0.2370349,"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."}}