{"id":"W2092517590","doi":"10.1016/j.diabres.2014.07.012","title":"Sex disaggregated diabetes prevalence study in Guyana needed","year":2014,"lang":"en","type":"letter","venue":"Diabetes Research and Clinical Practice","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Diabetes mellitus; Demography; Pooling; Population; Gerontology; Environmental health; 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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0279125,0.000505036,0.001434177,0.0006815589,0.0004182925,0.0008263766,0.001147922,0.001201803,0.0001747268],"category_scores_gemma":[0.0833789,0.0004261229,0.0001635503,0.00127624,0.000809718,0.001467112,0.001274794,0.007282944,0.0007265121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001246397,"about_ca_system_score_gemma":0.0001417797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009577306,"about_ca_topic_score_gemma":0.0001590219,"domain_scores_codex":[0.9898666,0.002917242,0.001941596,0.001404174,0.001205174,0.002665184],"domain_scores_gemma":[0.9704302,0.02661037,0.0008565515,0.001026215,0.0009329867,0.0001436725],"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":[0.00003302037,0.0005022935,0.1738816,0.001022029,0.0001150402,0.00006692986,0.00001323844,0.000001744782,3.238988e-7,0.0001712599,0.82186,0.002332532],"study_design_scores_gemma":[0.0009538493,0.0004958051,0.02335943,0.0002033119,0.00009824996,5.638523e-7,0.0005439979,0.002719186,1.034627e-7,0.001687938,0.9695234,0.0004142241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2300459,0.000586458,7.328885e-7,0.7555624,0.0005151745,0.001369277,0.00001068475,0.00008898553,0.01182037],"genre_scores_gemma":[0.07138395,0.000640707,0.00003422168,0.9155736,0.01108662,0.0002009811,0.0001411362,0.00007961448,0.0008591639],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1600112,"threshold_uncertainty_score":0.999819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1689720653168753,"score_gpt":0.4727143070137155,"score_spread":0.3037422416968402,"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."}}