{"id":"W4410603332","doi":"10.1136/bmjopen-2024-093938","title":"Random capillary blood glucose in the diagnosis of diabetes: a cross-sectional study in Bangladesh","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Medicine; Diabetes mellitus; Concordance; Glycated haemoglobin; Plasma glucose; Internal medicine; Cross-sectional study; Type 2 diabetes; Area under the curve; Gastroenterology; Endocrinology; Pathology","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":[0.001818134,0.0002941338,0.0003337653,0.000477468,0.0003237274,0.0004760043,0.0003761768,0.0005872336,0.001157799],"category_scores_gemma":[0.006093333,0.0004495673,0.0002703856,0.001008471,0.0002855051,0.0004509778,0.0003461323,0.0004974877,0.0003163579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004118071,"about_ca_system_score_gemma":0.000351982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01313725,"about_ca_topic_score_gemma":0.01112533,"domain_scores_codex":[0.9983898,0.000683234,0.0002091879,0.0002613857,0.0003281082,0.0001282064],"domain_scores_gemma":[0.9968322,0.0008830777,0.001315343,0.0001724587,0.0004614239,0.0003354503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006981959,0.00002967463,0.9991711,0.00001048757,0.00001984067,0.00005069021,0.0001121341,0.00001255133,0.00008959517,0.000004978983,0.00003036276,0.0003988083],"study_design_scores_gemma":[0.00001780269,0.0002437495,0.9986687,0.00001383434,0.00002019509,0.0003319996,0.0003877369,0.0001381772,0.00004446482,0.00001084882,0.0001174772,0.000005013339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990301,0.0002102081,0.0000825398,0.00005393393,0.000004109067,0.00002743805,0.0002845982,0.000001408811,0.0003055766],"genre_scores_gemma":[0.9995391,0.0001272461,0.0001102644,0.00002881572,0.000002949624,0.00001741828,0.0001156561,8.633664e-7,0.00005769747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01313725,"threshold_uncertainty_score":0.02612156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04549157280117468,"score_gpt":0.392706886143079,"score_spread":0.3472153133419043,"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."}}