{"id":"W2611272196","doi":"10.2196/diabetes.7535","title":"Situation of Diabetes and Related Factors Among Qatari Adults: Findings From a Community-Based Survey","year":2017,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obesity; Public health; Diabetes mellitus; Environmental health; Medicine; Gerontology; Pathology; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009486308,0.0002063758,0.0002495704,0.0006735258,0.0006808862,0.0003902721,0.0003076601,0.0005419261,0.001297962],"category_scores_gemma":[0.001537813,0.0002351349,0.0003426438,0.0009983054,0.0002800665,0.0004742192,0.0004963325,0.000506543,0.0003052596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006797208,"about_ca_system_score_gemma":0.0008123403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03192659,"about_ca_topic_score_gemma":0.0459613,"domain_scores_codex":[0.9996147,0.0001123913,0.00004922169,0.0000690924,0.00008375318,0.00007079397],"domain_scores_gemma":[0.9991328,0.0001122811,0.0003378147,0.00004037246,0.000230501,0.0001462539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002392724,0.00007762902,0.9969875,0.00003792363,0.0000237635,0.00005320137,0.000785075,0.00002956181,0.000154206,0.00001787636,0.0003451371,0.001464105],"study_design_scores_gemma":[0.00000460969,0.00009870363,0.9979468,0.00002185743,0.00001303833,0.00009077149,0.001503822,0.0001049873,0.0000209163,0.00001304826,0.0001770461,0.000004418142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980939,0.0001457521,0.00004992246,0.0002103727,0.000003625622,0.00002894233,0.001223689,0.000001802164,0.0002421057],"genre_scores_gemma":[0.9985762,0.0001813804,0.0001471224,0.0001602358,0.000007646726,0.00003352727,0.0007445487,6.011685e-7,0.0001488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03192659,"threshold_uncertainty_score":0.06348145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02195909155676548,"score_gpt":0.2581530053095372,"score_spread":0.2361939137527717,"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."}}