{"id":"W3199800263","doi":"10.1016/j.cardfail.2021.08.016","title":"The Incidence and Prevalence of Cardiac Amyloidosis in a Large Community-Based Cohort in Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Alliance for Canadian Health Outcomes Research in Diabetes; Canadian VIGOUR Centre; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Cardiac amyloidosis; Amyloidosis; Incidence (geometry); Cohort; Internal medicine; Comorbidity; Population; AL amyloidosis; Heart failure; Immunology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000958353,0.0001721682,0.0004744911,0.00005639879,0.00009324378,0.00002417458,0.0002593603,0.0001225616,0.000004745129],"category_scores_gemma":[0.0005914506,0.00013643,0.0002183047,0.0002008669,0.00008610669,0.00001219264,0.0001381649,0.0003741365,2.659083e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001254892,"about_ca_system_score_gemma":0.001040137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05301871,"about_ca_topic_score_gemma":0.4240229,"domain_scores_codex":[0.9979946,0.0007642623,0.0005001036,0.0001606142,0.0003185918,0.0002618418],"domain_scores_gemma":[0.9984297,0.0004885111,0.0003075241,0.0004353345,0.0002441778,0.0000947162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000461535,0.00007254745,0.9879906,0.00008507579,0.0002006054,0.00001557947,0.0001043878,0.00007323855,0.00889702,0.00001114416,0.002135273,0.00036842],"study_design_scores_gemma":[0.0005721549,0.0001125093,0.8999058,0.0001708845,0.0001279616,0.00001387746,0.0006873778,0.00000482194,0.06973561,0.00001084749,0.0285092,0.000148943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881132,0.009598057,0.000003169257,0.001783348,0.000169549,0.0001623745,0.0000787652,8.651033e-7,0.00009067603],"genre_scores_gemma":[0.9941416,0.005192193,0.0001888178,0.0002784746,0.0000493375,0.00002242093,0.00001603428,0.00001509624,0.00009597132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3710042,"threshold_uncertainty_score":0.9532873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00516351185437594,"score_gpt":0.2367545152904088,"score_spread":0.2315910034360328,"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."}}