{"id":"W4220706492","doi":"10.1111/dom.14698","title":"Cost of healthcare utilization associated with incident cardiovascular and renal disease in individuals with type 2 diabetes: A multinational, observational study across 12 countries","year":2022,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"AstraZeneca Pharma Poland; AstraZeneca","keywords":"Medicine; Observational study; Multinational corporation; Type 2 diabetes; Disease; Diabetes mellitus; Health care; Intensive care medicine; Internal medicine; Endocrinology; Economic growth; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001983995,0.0005873781,0.0005945655,0.001525704,0.000605074,0.001274253,0.001028575,0.0007501089,0.0007516612],"category_scores_gemma":[0.004018131,0.0006060125,0.001452757,0.003516354,0.0004260275,0.001081531,0.001485549,0.0009722761,0.000182825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009251601,"about_ca_system_score_gemma":0.0006486851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02945554,"about_ca_topic_score_gemma":0.0237365,"domain_scores_codex":[0.998282,0.0006175555,0.0003148781,0.0003872921,0.0002281131,0.0001702208],"domain_scores_gemma":[0.9964136,0.0004069333,0.002251936,0.0003085981,0.000260063,0.0003588712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004899521,0.00002654451,0.9993176,0.00001188771,0.0001290373,0.00001571726,0.00003592698,0.00005845712,0.0000155245,0.000007131152,0.00009414832,0.0002389632],"study_design_scores_gemma":[0.00001505783,0.0000502642,0.9991104,0.00001659347,0.00008200575,0.00008877655,0.000190928,0.0002813277,0.00002125184,0.00001216794,0.0001257147,0.000005522398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954317,0.0003562096,0.0001031668,0.00006928413,0.000008169098,0.00001922502,0.003764888,0.000003402617,0.0002440321],"genre_scores_gemma":[0.9949173,0.0003233785,0.0001982913,0.00007965328,0.00001777718,0.00005320062,0.00428785,0.000004111686,0.0001184603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02945554,"threshold_uncertainty_score":0.05856818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05307396611916262,"score_gpt":0.2952207721682916,"score_spread":0.2421468060491289,"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."}}