{"id":"W4386215782","doi":"10.1186/s12933-023-01952-y","title":"Association of prior outpatient diabetes screening with cardiovascular events and mortality among people with incident diabetes: a population-based cohort study","year":2023,"lang":"en","type":"article","venue":"Cardiovascular Diabetology","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research; Queen's University; University of Ottawa; NOSM University; Sunnybrook Hospital; Toronto General Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; University of Toronto; Canadian Vascular Network","keywords":"Medicine; Diabetes mellitus; Hazard ratio; Prediabetes; Proportional hazards model; Internal medicine; Population; Stroke (engine); Confounding; Myocardial infarction; Cohort study; Cohort; Type 2 diabetes; Confidence interval; Environmental health; 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":[0.0008408109,0.0003234945,0.0004581729,0.0007051488,0.001100308,0.001039738,0.000936841,0.000488908,0.00124602],"category_scores_gemma":[0.002351281,0.0004040882,0.0007050927,0.00200059,0.000387712,0.0003840031,0.0006465282,0.0008933469,0.000168129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002867431,"about_ca_system_score_gemma":0.003684298,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5654672,"about_ca_topic_score_gemma":0.6585858,"domain_scores_codex":[0.9990778,0.00009910125,0.00008445795,0.0001997472,0.0003021528,0.0002367794],"domain_scores_gemma":[0.9980476,0.0001121969,0.0007262722,0.0002026544,0.000509965,0.0004014183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003816189,0.00002377316,0.9992703,0.000006647422,0.00006938051,0.00002578417,0.00005121681,0.00001119035,0.00003256871,0.000008285105,0.0001417093,0.000321021],"study_design_scores_gemma":[0.00001026135,0.00002226267,0.9994906,0.000007911353,0.00004815566,0.00005267321,0.00008667076,0.00008153714,0.00001054064,0.000008859982,0.0001775349,0.000002926874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962016,0.0003600068,0.0001204472,0.0001141176,0.0000127161,0.00004535745,0.002469713,0.000006771036,0.0006693182],"genre_scores_gemma":[0.9978218,0.000218367,0.0001682154,0.00007009807,0.00001505715,0.00003079967,0.001395851,0.000002864799,0.0002769523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5654672,"threshold_uncertainty_score":0.8741837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009381526487108011,"score_gpt":0.2268647900162588,"score_spread":0.2174832635291508,"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."}}