{"id":"W2018405506","doi":"10.1016/j.cardfail.2008.10.004","title":"Risk of Heart Failure in Patients With Recent-Onset Type 2 Diabetes: Population-Based Cohort Study","year":2008,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Economics; University of Saskatchewan; University of Alberta","funders":"Kaiser Permanente","keywords":"Medicine; Diabetes mellitus; Population; Cohort; Type 2 diabetes; Incidence (geometry); Internal medicine; Rate ratio; Cohort study; Relative risk; Pediatrics; Confidence interval; Endocrinology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006447044,0.0001777233,0.0009526526,0.0003425624,0.00006003289,0.000007925549,0.00006054121,0.000110372,0.00008418589],"category_scores_gemma":[0.0003004051,0.0001213837,0.0004753328,0.000601366,0.0000428417,0.0001115497,0.00001136273,0.0004726405,0.000004684203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001373179,"about_ca_system_score_gemma":0.0002466702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007681431,"about_ca_topic_score_gemma":0.00004245895,"domain_scores_codex":[0.9977727,0.0003017736,0.0005659592,0.0001687021,0.001004717,0.000186134],"domain_scores_gemma":[0.9981632,0.00008269864,0.0003773696,0.0003421798,0.0008736824,0.0001608168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005370809,0.0004232835,0.9902452,0.00001923756,0.0009748482,0.00001106647,0.0001106966,0.0005527209,0.00001024781,9.517547e-8,0.006893922,0.0002216235],"study_design_scores_gemma":[0.003791584,0.001296189,0.9817981,0.0001014923,0.0007173517,0.00001147367,0.0002149766,0.000004781062,0.00006400533,7.138811e-7,0.01187863,0.0001207788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984511,0.0001955936,0.000006765271,0.0002400936,0.0004165634,0.0006394915,0.00002132177,0.00001127457,0.00001783773],"genre_scores_gemma":[0.9990814,0.00009415139,0.0005473221,0.00005834668,0.000126781,0.000003570745,0.00004544614,0.00002700679,0.0000159469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008447153,"threshold_uncertainty_score":0.4949883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006199756410323403,"score_gpt":0.2216264476205113,"score_spread":0.2154266912101879,"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."}}