{"id":"W1997613802","doi":"10.2147/ceor.s30547","title":"Impact of screening and early detection of impaired fasting glucose tolerance and type 2 diabetes in Canada: a Markov model simulation","year":2012,"lang":"en","type":"article","venue":"ClinicoEconomics and Outcomes Research","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Prediabetes; Medicine; Impaired fasting glucose; Type 2 diabetes; Type 2 Diabetes Mellitus; Diabetes mellitus; Impaired glucose tolerance; Asymptomatic; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002303293,0.001333096,0.001601646,0.001303975,0.001715841,0.001686396,0.002407864,0.002408511,0.006500677],"category_scores_gemma":[0.009539519,0.0008189249,0.002168975,0.001568771,0.001474935,0.0008506548,0.001174473,0.001793328,0.0002513818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02290183,"about_ca_system_score_gemma":0.02128678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8923838,"about_ca_topic_score_gemma":0.7497817,"domain_scores_codex":[0.9988293,0.0004517384,0.000031001,0.0001352911,0.0001009115,0.0004518211],"domain_scores_gemma":[0.9905154,0.006726404,0.0005744664,0.0002043269,0.001179445,0.0008000042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005565694,0.0001709887,0.008048415,0.00004125097,0.00009679721,0.00009827176,0.00003525574,0.9859753,0.00007549294,0.002730269,0.000969441,0.001201987],"study_design_scores_gemma":[0.0004753489,0.0001597858,0.003263447,0.00002438029,0.0001104492,0.00002319087,0.00008811514,0.9941485,0.00007063659,0.001214168,0.0003917963,0.0000302404],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710829,0.0005993977,0.00782312,0.002103795,0.00007616767,0.0003916368,0.004573239,0.0001084209,0.01324134],"genre_scores_gemma":[0.9914487,0.000360839,0.002997872,0.0002159288,0.00001479433,0.0001865896,0.001309017,0.00001370443,0.003452539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1076162,"threshold_uncertainty_score":0.2165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06121437795526665,"score_gpt":0.3701620616856872,"score_spread":0.3089476837304206,"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."}}