{"id":"W2117921220","doi":"10.2337/dc11-1393","title":"Diabetes Screening Among Immigrants","year":2012,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Institute for Clinical Evaluative Sciences; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Diabetes mellitus; Immigration; MEDLINE; Gerontology; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002027168,0.0001874175,0.0002251688,0.0001111778,0.000183135,0.00002673838,0.000162991,0.0001592017,0.0009698418],"category_scores_gemma":[0.00003918365,0.0001792119,0.0001043471,0.0002000473,0.00006018735,0.0002259862,0.00002783522,0.0001921948,0.00143968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002338913,"about_ca_system_score_gemma":0.00001097291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001320867,"about_ca_topic_score_gemma":0.0001518655,"domain_scores_codex":[0.9982063,0.0001142395,0.0002549088,0.0002513966,0.0001688402,0.001004338],"domain_scores_gemma":[0.9990043,0.0001197409,0.00009015767,0.0003740664,0.00007750679,0.0003342286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003345899,0.000034902,0.9548689,0.00005939094,0.00003954958,5.504816e-7,0.01592082,7.57028e-7,0.00005627342,0.0002359701,0.005033215,0.02374631],"study_design_scores_gemma":[0.0003922679,0.00004936074,0.9828616,0.00003768603,0.00003033723,1.678451e-7,0.006648254,0.00001321158,0.0008494057,0.00002158965,0.008890967,0.0002050934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984257,0.006601725,0.00001569058,0.00005913444,0.001045643,0.0002518315,0.00007503392,0.0001492872,0.007544663],"genre_scores_gemma":[0.9977974,0.000005236345,0.000194442,0.0007636845,0.0006067164,0.0001269932,0.0001805448,0.0000384399,0.0002865045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02799274,"threshold_uncertainty_score":0.9999434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811964429561794,"score_gpt":0.2878011020010339,"score_spread":0.2696814577054159,"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."}}