{"id":"W2605317348","doi":"","title":"Screening for type 2 diabetes mellitus: 10-year mortality not improved","year":2013,"lang":"en","type":"article","venue":"","topic":"Diabetes Management and Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine","funders":"","keywords":"Medicine; Type 2 Diabetes Mellitus; Diabetes mellitus; Type 2 diabetes; Internal medicine; Intensive care medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006509359,0.0004654371,0.000753111,0.000531,0.0005034277,0.000644058,0.0003517307,0.0007968324,0.004291954],"category_scores_gemma":[0.002282488,0.0002127445,0.001334743,0.0007786175,0.0001288791,0.0005341244,0.000309126,0.0009511472,0.0005833694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004746722,"about_ca_system_score_gemma":0.000721172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0125151,"about_ca_topic_score_gemma":0.01466611,"domain_scores_codex":[0.9995245,0.000103668,0.00003229876,0.00009541093,0.00009794217,0.0001462155],"domain_scores_gemma":[0.9992886,0.0001078904,0.0001826972,0.00005515169,0.00009844106,0.0002672266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003246886,0.0005958009,0.9525259,0.0001283035,0.0005203742,0.0007571829,0.00004436442,0.0001972665,0.001002699,0.00006887218,0.002865445,0.03804687],"study_design_scores_gemma":[0.0001307832,0.00078174,0.9958587,0.00006330787,0.000639,0.0007532467,0.00006555786,0.0003148281,0.0001456086,0.00009857049,0.001137902,0.00001075575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657882,0.00974293,0.000296388,0.002655454,0.000521492,0.00004854213,0.003191684,0.0001149102,0.01764027],"genre_scores_gemma":[0.9944797,0.001625371,0.0001877805,0.000424903,0.0001534666,0.0000138046,0.001647855,0.000005977453,0.001461086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0125151,"threshold_uncertainty_score":0.02488452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05856018010977573,"score_gpt":0.3181657378254029,"score_spread":0.2596055577156272,"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."}}