{"id":"W4404717630","doi":"10.1089/dia.2024.0366","title":"The Impact of Public Policy on Equitable Access to Technology for Children and Youth Living with Type 1 Diabetes in British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Medicine; Type 1 diabetes; Diabetes mellitus; Type 2 diabetes; Public health; Gerontology; Economic growth; Environmental health; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00233847,0.0003621803,0.0005501115,0.001267794,0.004179024,0.003640086,0.001881282,0.0009858551,0.003639229],"category_scores_gemma":[0.01051937,0.0003052561,0.0006861999,0.0024086,0.00170359,0.0007058373,0.002359374,0.001862982,0.0001665057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.131506,"about_ca_system_score_gemma":0.2034225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9983443,"about_ca_topic_score_gemma":0.9990361,"domain_scores_codex":[0.9942293,0.0009443199,0.0002009203,0.0002616524,0.001383333,0.002980417],"domain_scores_gemma":[0.988538,0.001666645,0.00101938,0.0002186751,0.004418368,0.004138901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005137582,0.0004095951,0.8422501,0.0008589081,0.0002458134,0.0007994597,0.006016032,0.004032655,0.0003974402,0.01161992,0.04657758,0.08627868],"study_design_scores_gemma":[0.00007483416,0.00007698672,0.9675529,0.0009975105,0.0001090377,0.0001078259,0.009131155,0.002600854,0.0001359209,0.0005294387,0.0186255,0.00005806399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101881,0.01104198,0.0003913234,0.03408461,0.0002715195,0.0001948583,0.007436112,0.00006100586,0.03633069],"genre_scores_gemma":[0.9905544,0.002553908,0.0006423574,0.002316873,0.00003571025,0.00007663349,0.00118417,0.00001392792,0.00262206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.131506,"threshold_uncertainty_score":0.9541472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02171485546547577,"score_gpt":0.307596190063703,"score_spread":0.2858813345982273,"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."}}