{"id":"W2037400840","doi":"10.1503/cmaj.1041197","title":"Screening for type 2 diabetes mellitus to prevent vascular complications: updated recommendations from the Canadian Task Force on Preventive Health Care","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Health Canada; University of Toronto","keywords":"Task force; Medicine; Type 2 Diabetes Mellitus; Diabetes mellitus; Task (project management); Preventive care; Asymptomatic; Health care; Type 2 diabetes; Intensive care medicine; Family medicine; Surgery; Management; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02842817,0.002492533,0.003604959,0.012197,0.001954465,0.002361072,0.007970429,0.005225945,0.005272218],"category_scores_gemma":[0.05720868,0.001139692,0.004063708,0.01005316,0.001381111,0.001357925,0.001792291,0.009817777,0.002257311],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02112199,"about_ca_system_score_gemma":0.1112782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8209784,"about_ca_topic_score_gemma":0.8881416,"domain_scores_codex":[0.9803544,0.003278581,0.002955915,0.0005400754,0.01214451,0.0007265748],"domain_scores_gemma":[0.9314337,0.009887613,0.003515378,0.0005334837,0.0516538,0.002975912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002239772,0.0001372026,0.003492514,0.01553379,0.000711226,0.0001559437,0.0004556639,0.0007211675,0.0002036263,0.001955486,0.7835722,0.1928373],"study_design_scores_gemma":[0.001714817,0.0001876527,0.05389209,0.08233621,0.007755616,0.0003953944,0.0006551197,0.001861671,0.0005813306,0.004496982,0.845584,0.0005391715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002624944,0.5097101,0.01948815,0.3580861,0.03647947,0.004597663,0.04500058,0.0008065522,0.02320646],"genre_scores_gemma":[0.02242336,0.5921008,0.1866944,0.1300146,0.01148784,0.00608883,0.03978868,0.0003288076,0.01107275],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.978878,"threshold_uncertainty_score":0.3601518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549147271573189,"score_gpt":0.2817849240128653,"score_spread":0.2662934512971334,"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."}}