{"id":"W60012889","doi":"10.1136/bmj.322.7299.1375","title":"Diabetes black spots and death by postcode","year":2001,"lang":"en","type":"letter","venue":"BMJ","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life expectancy; Medicine; Diabetes mellitus; Demography; Socioeconomic status; Cause of death; Gerontology; Quarter (Canadian coin); Poverty; Pediatrics; Disease; History; Environmental health; Population; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001111976,0.0003243298,0.0005859241,0.0001172002,0.0008497628,0.00002823771,0.0002389543,0.001913934,0.00291173],"category_scores_gemma":[0.0003674858,0.0002929152,0.00006182891,0.00009981175,0.0000718689,0.000213532,0.0001745304,0.004896166,0.004838368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001079111,"about_ca_system_score_gemma":0.0003424026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005934581,"about_ca_topic_score_gemma":0.0001365979,"domain_scores_codex":[0.9963145,0.001069681,0.000682992,0.000486732,0.0003561229,0.001090012],"domain_scores_gemma":[0.9963766,0.00217329,0.0006800961,0.0004869023,0.0001102488,0.0001728362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001254356,0.00001985027,0.04210403,0.002232743,0.00003443072,0.00008335769,0.0003865955,4.606584e-8,0.000003129785,0.0000236419,0.9547283,0.0003713525],"study_design_scores_gemma":[0.0004056292,0.00005773824,0.01421945,0.000759602,0.00007774611,0.000002885831,0.0001340449,0.00001227597,0.000001432428,0.000384569,0.9836314,0.0003132539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02367102,0.001473022,0.000004894615,0.908064,0.0009999282,0.001507298,0.0002107453,0.0001265877,0.06394248],"genre_scores_gemma":[0.0003591596,0.00178724,0.0002394349,0.863741,0.01007279,0.0001412158,0.0003845682,0.00007224126,0.1232023],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05925983,"threshold_uncertainty_score":0.9999523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07803378910477159,"score_gpt":0.4453937344569764,"score_spread":0.3673599453522048,"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."}}