{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001198898,0.0003123789,0.0009052989,0.0001847715,0.0005013805,0.0001218124,0.0003397722,0.0002862825,0.00006957057],"category_scores_gemma":[0.00145997,0.000276726,0.0002944861,0.0001333691,0.0005608296,0.0003509335,0.0001494068,0.0005406265,0.00001243154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005733762,"about_ca_system_score_gemma":0.00005554796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01854573,"about_ca_topic_score_gemma":0.001868154,"domain_scores_codex":[0.9979399,0.0004356426,0.0004496777,0.0003464463,0.0004194894,0.0004087956],"domain_scores_gemma":[0.9970601,0.0007243212,0.0003521098,0.001431218,0.0002244752,0.000207769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003294518,0.0001935414,0.9857717,0.0002916983,0.0005003164,0.000001328835,0.001085093,0.000002464918,0.001196482,0.000002777056,0.0001416438,0.01078],"study_design_scores_gemma":[0.00284738,0.0003209118,0.9670991,0.0008687625,0.0002575878,5.543288e-8,0.000192535,0.000441787,0.02741839,0.0001537512,0.0001265986,0.0002731515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978734,0.0003807851,0.00000355667,0.00007483607,0.0001602257,0.0008412093,0.0003212182,0.00009676542,0.0002480207],"genre_scores_gemma":[0.9982173,0.00001812536,0.0001259626,0.0000699708,0.00004758482,0.00007597599,0.001342658,0.00005320094,0.00004916324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0262219,"threshold_uncertainty_score":0.9999685,"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."}}