{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001271936,0.0004256177,0.0006802998,0.001931801,0.0007325121,0.0009032686,0.0006286384,0.0003701252,0.0008024104],"category_scores_gemma":[0.002343215,0.0004538028,0.001283967,0.003062652,0.0002987039,0.0005928862,0.001125938,0.000565547,0.0002581735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249771,"about_ca_system_score_gemma":0.001519264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.102627,"about_ca_topic_score_gemma":0.1065605,"domain_scores_codex":[0.9988469,0.0001464606,0.0001702999,0.0001996584,0.0003499635,0.0002866976],"domain_scores_gemma":[0.9984555,0.00007050151,0.0006802225,0.0001326122,0.000370254,0.0002908336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006316636,0.00002068839,0.9978701,0.00003327221,0.0001157319,0.000107861,0.0001462677,0.00002176135,0.00008168521,0.00001627501,0.0005432459,0.0009797642],"study_design_scores_gemma":[0.00000805187,0.00004547778,0.999155,0.00001848381,0.00003551964,0.0001225518,0.0001271118,0.00004731982,0.00001414467,0.000006193568,0.0004149591,0.000005126287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918289,0.001036051,0.0001676055,0.0001366028,0.00003701562,0.00006055062,0.006138094,0.00001178295,0.0005833138],"genre_scores_gemma":[0.993113,0.0007416213,0.000245679,0.0001598413,0.00004399688,0.00007630336,0.005361132,0.000005102547,0.0002532363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.102627,"threshold_uncertainty_score":0.2040592,"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."}}