{"id":"W2058824414","doi":"10.1155/2007/76271","title":"Diabetic Retinopathy in Native and Nonnative Canadians","year":2007,"lang":"en","type":"article","venue":"Journal of Diabetes Research","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; University of Calgary","funders":"","keywords":"Diabetic retinopathy; Retinopathy; Diabetes mellitus; Medicine; Ethnic group; Incidence (geometry); Internal medicine; Type 2 diabetes; Demography; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001864279,0.00008475185,0.0002706798,0.0007321412,0.00005628171,0.00002193293,0.00007642272,0.000052839,0.00004696476],"category_scores_gemma":[0.0009472185,0.00006278395,0.00006212471,0.0004822298,0.0001753302,0.00008684041,0.00003274934,0.000502776,0.000005834094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000301137,"about_ca_system_score_gemma":0.0002608567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000193698,"about_ca_topic_score_gemma":0.0001903848,"domain_scores_codex":[0.9983209,0.0001300022,0.0003131462,0.0001208711,0.0006441348,0.0004709412],"domain_scores_gemma":[0.9982417,0.000548291,0.00008554749,0.0000913748,0.0005686915,0.0004643826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002054159,0.0002202877,0.9845371,0.00007229908,0.00009697053,0.001127431,0.001101526,6.176716e-7,0.001270119,0.00008072081,0.0002487425,0.01103876],"study_design_scores_gemma":[0.001662657,0.001658804,0.9913673,0.0003887739,0.00002987285,0.0000208949,0.001511062,0.00004130332,0.002274674,0.0006843538,0.0003034599,0.00005684238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921018,0.002092926,0.000001961,0.001010956,0.00004462433,0.0002018071,0.000006200996,0.000001820942,0.00453793],"genre_scores_gemma":[0.9992065,0.0001482672,0.0001309205,0.00008735977,0.00009657694,0.000002924233,0.000001265723,0.00001208732,0.0003140462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01098191,"threshold_uncertainty_score":0.2560256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03529271960687935,"score_gpt":0.3888259992288104,"score_spread":0.3535332796219311,"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."}}