{"id":"W3002577145","doi":"10.1111/dme.14239","title":"Socio‐economic status and mortality in people with type 1 diabetes in Scotland 2006–2015: a retrospective cohort study","year":2020,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"Scottish Government","keywords":"Medicine; Retrospective cohort study; Type 2 diabetes; Cohort; Diabetes mellitus; Cohort study; Gerontology; Demography; Pediatrics; Internal medicine; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009025507,0.0002234436,0.0009123614,0.0002506491,0.00003362317,0.00001841334,0.00009818812,0.0000621418,0.0004062291],"category_scores_gemma":[0.0003008062,0.0001593163,0.00002099323,0.000583356,0.000208219,0.00008401397,0.00009913123,0.000379949,0.00002966888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000202966,"about_ca_system_score_gemma":0.0001091728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006384337,"about_ca_topic_score_gemma":0.001562419,"domain_scores_codex":[0.9979032,0.0001122312,0.0003803992,0.000556167,0.0004671227,0.0005808572],"domain_scores_gemma":[0.9991458,0.00009646917,0.0000773637,0.0002816795,0.00006572803,0.0003329353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001288865,0.0002253477,0.9958945,0.000192095,0.0001920662,0.00004922715,0.001847199,0.000006133513,0.0001070139,0.00002264448,0.001012953,0.0003219374],"study_design_scores_gemma":[0.006322464,0.002801517,0.9873567,0.0001831376,0.0001758124,1.939419e-7,0.001671625,0.001105461,0.0000192658,0.00007659962,0.0001267832,0.0001604302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903575,0.0006987259,9.310347e-7,0.003798429,0.00008905643,0.001884596,0.000005136051,0.00003532145,0.003130364],"genre_scores_gemma":[0.9987982,0.000124601,0.00001385012,0.0005040083,0.0001650226,0.00008301813,0.00004150343,0.00003064084,0.0002391634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008537785,"threshold_uncertainty_score":0.6496732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183315541815081,"score_gpt":0.3013491161372908,"score_spread":0.2830175619557826,"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."}}