{"id":"W2145738299","doi":"10.2337/diacare.24.6.1038","title":"Diabetes Screening in Canada (DIASCAN) Study","year":2001,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto; Servier (Canada); University of Calgary; St. Michael's Hospital","funders":"Servier; Diabetes Canada","keywords":"Medicine; Diabetes mellitus; Internal medicine; Impaired glucose tolerance; Impaired fasting glucose; Type 2 diabetes; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003086732,0.0003475801,0.0008906424,0.0002352709,0.0001011584,0.00004337468,0.0002285885,0.00009074649,0.0001477263],"category_scores_gemma":[0.0001785762,0.0003342125,0.0002630249,0.0006487638,0.0000447354,0.0001344679,0.000101908,0.0003813198,0.000054996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004365597,"about_ca_system_score_gemma":0.0005864843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.766902,"about_ca_topic_score_gemma":0.9318658,"domain_scores_codex":[0.9971764,0.0001410772,0.000421453,0.0005687415,0.0007532726,0.0009390715],"domain_scores_gemma":[0.9985473,0.00009767191,0.00007330759,0.0007895454,0.0001748694,0.0003172644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001083401,0.00007818034,0.7688866,0.00008238088,0.0002285113,0.0001632875,0.0005522586,0.00007683355,0.00003020066,5.801342e-7,0.0003819214,0.2295084],"study_design_scores_gemma":[0.002551127,0.0002531319,0.9707348,0.0002203956,0.0002209783,0.000001784058,0.01160109,0.000173252,0.001058645,0.000005751857,0.01280587,0.0003731955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902952,0.00535695,0.000002670099,0.0001390042,0.0003077371,0.00116298,0.00004014274,0.00009288036,0.002602493],"genre_scores_gemma":[0.9982598,0.00004076502,0.0001335302,0.0007429895,0.0003242545,0.0002055851,0.0001145474,0.00007349701,0.0001050478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2291352,"threshold_uncertainty_score":0.999911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068254438368553,"score_gpt":0.2205558547034503,"score_spread":0.2098733103197647,"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."}}