{"id":"W2921929553","doi":"10.1016/j.cardfail.2019.03.006","title":"Incidence of Heart Failure Among Immigrants to Ontario, Canada: A CANHEART Immigrant Study","year":2019,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University Health Network; University of Toronto","funders":"Institute of Circulatory and Respiratory Health; Industrial Research and Consultancy Centre; Canadian Institutes of Health Research; Health Research; Canada Research Chairs; Hypertension Canada; University of Toronto; Ontario Ministry of Health and Long-Term Care; Institute of Aging; Heart and Stroke Foundation of Canada; Department of Medicine, University of Toronto; Institute for Clinical Evaluative Sciences; Ministry of Health; Canadian Vascular Network","keywords":"Medicine; Immigration; Incidence (geometry); Demography; Gerontology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007630867,0.0003156697,0.001386689,0.0003303037,0.00005558133,0.00002788525,0.0001922227,0.00009735699,0.0003438211],"category_scores_gemma":[0.00007451854,0.0002411872,0.0004868325,0.0004128973,0.00003271711,0.0002198412,0.00009082574,0.0004899168,0.00003708175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000725035,"about_ca_system_score_gemma":0.002015583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8648621,"about_ca_topic_score_gemma":0.9700651,"domain_scores_codex":[0.9968424,0.0001285205,0.0008939347,0.0002970018,0.001391772,0.000446385],"domain_scores_gemma":[0.9979698,0.00008237127,0.000332691,0.00055479,0.000553815,0.0005065092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002535273,0.0002258241,0.7605155,0.00006274839,0.0007286558,0.0001818645,0.001954471,0.00005253244,0.002647186,0.000004516955,0.233186,0.0001871297],"study_design_scores_gemma":[0.00159874,0.001726055,0.7232185,0.0003463074,0.0005113553,0.00008312952,0.004947367,0.000001632542,0.0009857683,0.000001989287,0.2663975,0.000181679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861326,0.0001984944,0.000005884035,0.01129961,0.0005937604,0.001593556,0.00001149753,0.00001188559,0.0001527285],"genre_scores_gemma":[0.9949329,0.000005975489,0.0024794,0.0004352549,0.0001862521,0.00001627305,0.0000040388,0.00003208835,0.001907793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1052029,"threshold_uncertainty_score":0.9835328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006299361884888437,"score_gpt":0.2315406837007125,"score_spread":0.225241321815824,"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."}}