{"id":"W4404538830","doi":"10.1016/j.jcjd.2024.09.019","title":"Persistent Disparities in Insulin Pump Uptake Despite a Universal Pump Program for Type 1 Diabetes","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Insulin pump; Type 2 diabetes; Insulin; Diabetes mellitus; Type 1 diabetes; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001404321,0.0001430143,0.0005247649,0.0005684613,0.001381167,0.00153761,0.001009417,0.001004916,0.003279259],"category_scores_gemma":[0.005349548,0.0003104326,0.0006951878,0.002600719,0.0004749876,0.001087932,0.001143179,0.002330437,0.0002032114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003287286,"about_ca_system_score_gemma":0.005425309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3716406,"about_ca_topic_score_gemma":0.4694576,"domain_scores_codex":[0.9977528,0.0002951392,0.0002241358,0.0003911134,0.000352138,0.0009846897],"domain_scores_gemma":[0.9962019,0.0006201389,0.001224707,0.0002152746,0.0004733682,0.001264559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001787312,0.0002944139,0.9869082,0.00005333793,0.0001672354,0.00006451138,0.0005430301,0.00006559314,0.0001307956,0.0008673245,0.002480166,0.008246688],"study_design_scores_gemma":[0.00001201428,0.00002499566,0.9980203,0.00005017638,0.00003991332,0.00003199985,0.0008411541,0.0001029058,0.0000191928,0.000195568,0.0006545191,0.000007263261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856456,0.00220457,0.0001241902,0.006496819,0.0001576435,0.00001641968,0.002005346,0.00001261909,0.003336767],"genre_scores_gemma":[0.9978926,0.0004249279,0.00008669971,0.0007191111,0.00005004471,0.00001040972,0.0005710536,0.000005874253,0.0002393039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3716406,"threshold_uncertainty_score":0.7389548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03237758184001018,"score_gpt":0.285169522960127,"score_spread":0.2527919411201169,"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."}}