{"id":"W4296244673","doi":"10.1007/s00125-022-05785-4","title":"Urban–rural disparities in diabetes-related mortality in the USA 1999–2019","year":2022,"lang":"en","type":"article","venue":"Diabetologia","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Impact; McMaster University; Population Health Research Institute","funders":"","keywords":"Diabetes mellitus; Medicine; Demography; Rural area; Population; Mortality rate; Cause of death; Gerontology; Environmental health; Internal medicine; Endocrinology; Disease","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":[0.0002872906,0.00009957646,0.0001143461,0.000723458,0.0002630875,0.0004192075,0.0002057981,0.0001577387,0.002223268],"category_scores_gemma":[0.0007739633,0.00007162608,0.0002012965,0.001135381,0.0001780303,0.0002959611,0.0004509593,0.0002853792,0.0002213385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003513795,"about_ca_system_score_gemma":0.0003716796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02412609,"about_ca_topic_score_gemma":0.05487344,"domain_scores_codex":[0.9998164,0.00004739509,0.00001529468,0.00004171369,0.00002516789,0.00005417554],"domain_scores_gemma":[0.9995177,0.00004584957,0.0002772072,0.0000138922,0.000070329,0.00007505641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005079146,0.00006027351,0.9939442,0.00003410783,0.00005582405,0.00004499371,0.000148512,0.00009443647,0.0001685038,0.0001653799,0.001437079,0.003795802],"study_design_scores_gemma":[0.000006526364,0.00002401003,0.9981997,0.00001267834,0.0000165355,0.00005278589,0.0003965852,0.0001592249,0.00003473692,0.00005774073,0.001037266,0.000002063284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916338,0.0006079134,0.0001532576,0.001293791,0.00003097851,0.00001989234,0.003113697,0.000007927233,0.003138805],"genre_scores_gemma":[0.9980133,0.0002364962,0.00008202451,0.0002844585,0.00004213386,0.0000116829,0.001064322,0.000001904777,0.0002637358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02412609,"threshold_uncertainty_score":0.04797131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04198993074786139,"score_gpt":0.3885305248338007,"score_spread":0.3465405940859393,"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."}}