{"id":"W4401033736","doi":"10.1111/dom.15799","title":"Persistent disparities in insulin pump uptake despite a universal pump programme for type 1 diabetes in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Management and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; St. Michael's Hospital; Hospital for Sick Children; University of Toronto","funders":"Canadian Statistical Sciences Institute; Banting Research Foundation","keywords":"Medicine; Insulin pump; Odds; Odds ratio; Disadvantage; Type 1 diabetes; Logistic regression; Demography; Population; Gerontology; Diabetes mellitus; Environmental health; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007738626,0.0002145237,0.0005182363,0.0007227114,0.002728013,0.0012059,0.001049657,0.0003539916,0.001441247],"category_scores_gemma":[0.002028341,0.0002429476,0.0005607476,0.002968427,0.0007782339,0.0004865992,0.001143693,0.0007259256,0.0001021486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03595287,"about_ca_system_score_gemma":0.05001154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970066,"about_ca_topic_score_gemma":0.9983364,"domain_scores_codex":[0.9986948,0.00008675908,0.0000794729,0.0001818284,0.0004304306,0.0005266805],"domain_scores_gemma":[0.9974641,0.0001134919,0.0006966107,0.00007034841,0.0007955756,0.0008599656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008655136,0.00003821267,0.9900637,0.00006757714,0.00007490173,0.00007432976,0.001297396,0.00009808478,0.0001481292,0.0001837151,0.00158282,0.006284548],"study_design_scores_gemma":[0.00000658457,0.00001065739,0.9987429,0.00003162454,0.00001667758,0.00001442744,0.0005375023,0.0001045451,0.00001340286,0.00001776063,0.0004986494,0.000005323537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896731,0.001623533,0.0001217488,0.001754912,0.00003097755,0.00004346713,0.003677876,0.00001210786,0.003062234],"genre_scores_gemma":[0.9979866,0.0005558828,0.0001030861,0.0001642498,0.000008824967,0.00001375985,0.0007278485,0.000003109443,0.0004367829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03595287,"threshold_uncertainty_score":0.2608575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02646375995055204,"score_gpt":0.2453392033376998,"score_spread":0.2188754433871478,"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."}}