{"id":"W94648668","doi":"10.1007/978-1-4615-1321-6_2","title":"Undiagnosed Diabetes Burden and Significance in the Canadian Population","year":2001,"lang":"en","type":"article","venue":"Advances in experimental medicine and biology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Diabetes mellitus; Medicine; Population; Plasma glucose; Internal medicine; Intensive care medicine; Endocrinology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006266452,0.0003345155,0.0005375794,0.002323613,0.002839077,0.001608253,0.001607767,0.0007682088,0.003445675],"category_scores_gemma":[0.005336919,0.000429025,0.0006172445,0.005179022,0.0009581914,0.0006456524,0.001026707,0.001411614,0.0002009536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0245979,"about_ca_system_score_gemma":0.03785481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9954864,"about_ca_topic_score_gemma":0.9955611,"domain_scores_codex":[0.9987355,0.0001133341,0.00006731063,0.000126967,0.0004884571,0.0004684607],"domain_scores_gemma":[0.997683,0.0001429915,0.0003434826,0.00005523017,0.001003135,0.0007721537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001190259,0.00004244679,0.9888905,0.00004204207,0.00004409771,0.0001796622,0.0009132244,0.000114857,0.00009560763,0.0002353481,0.001795278,0.00752779],"study_design_scores_gemma":[0.000006379019,0.00001688207,0.9972787,0.00002621768,0.00003339818,0.0001236002,0.001568781,0.0001776075,0.00002377263,0.00008051476,0.0006491442,0.00001496247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819458,0.00310984,0.00009075511,0.00341971,0.00005555135,0.00003096206,0.00512478,0.00001847169,0.006204173],"genre_scores_gemma":[0.996358,0.001602689,0.0001081333,0.0001850842,0.00002716925,0.000006538066,0.0008269905,0.000004308062,0.0008811248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0245979,"threshold_uncertainty_score":0.1784711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03693351458741145,"score_gpt":0.3798514491952523,"score_spread":0.3429179346078408,"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."}}