{"id":"W4200582462","doi":"10.1111/dom.14629","title":"Pushing the limits of insulin delivery 100 years later: A case study of a race across Canada","year":2021,"lang":"en","type":"letter","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Management and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Race (biology); Insulin delivery; Insulin; Medicine; Demography; Sociology; Internal medicine; Gender studies; Endocrinology; Diabetes mellitus; Type 1 diabetes","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":[0.0006500147,0.0003560735,0.0005329697,0.0006712218,0.01946634,0.002925647,0.001569739,0.006771935,0.004217181],"category_scores_gemma":[0.004349319,0.0004912337,0.0005381977,0.002025911,0.002700005,0.001448253,0.001875927,0.01294686,0.0003133056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02475652,"about_ca_system_score_gemma":0.04351461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9215282,"about_ca_topic_score_gemma":0.9616281,"domain_scores_codex":[0.9985903,0.0001505411,0.00005682864,0.0001280719,0.0002395701,0.000834738],"domain_scores_gemma":[0.9964065,0.0004969883,0.0003460794,0.00008017337,0.0006679257,0.002002263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002623133,0.0007231946,0.216518,0.000180337,0.0001278333,0.5343125,0.1243113,0.0003762383,0.001777153,0.01110559,0.07204026,0.0382653],"study_design_scores_gemma":[0.00008561297,0.0002900476,0.1524418,0.001306416,0.0002385657,0.2184,0.5114535,0.001922127,0.000786303,0.005535707,0.1072374,0.000302557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7056035,0.003137913,0.0005189097,0.2564877,0.001255217,0.00007691327,0.0002287583,0.0000269773,0.03266403],"genre_scores_gemma":[0.9210459,0.00351071,0.0006151655,0.06054146,0.0006418721,0.00002522873,0.00007482016,0.00008107901,0.01346378],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.07847184,"threshold_uncertainty_score":0.179622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624446674868081,"score_gpt":0.2752432618423576,"score_spread":0.2489987950936768,"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."}}