{"id":"W4405953081","doi":"10.1002/ehf2.15202","title":"Early Genetic Screening and Cardiac Intervention in Patients with Cardiomyopathies in a Multidisciplinary Clinic","year":2024,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Canadian Patient Safety Institute; Alberta Health Services; University of Alberta","funders":"Alberta Health Services; Heart and Stroke Foundation of Canada","keywords":"Medicine; Internal medicine; Cardiomyopathy; Cohort; Heart failure; Cardiology; Enzyme replacement therapy; Hypertrophic cardiomyopathy; Prospective cohort study; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004709516,0.0002226383,0.0003457664,0.000620794,0.000955563,0.0006992476,0.000310798,0.0005883455,0.003192858],"category_scores_gemma":[0.002006244,0.0002250182,0.0003321125,0.0004778689,0.0001840576,0.0004143475,0.0007074424,0.0005491815,0.0003108392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004285879,"about_ca_system_score_gemma":0.0006521903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003172007,"about_ca_topic_score_gemma":0.006700174,"domain_scores_codex":[0.9992933,0.000273678,0.00005238961,0.0001471419,0.0000932367,0.0001400892],"domain_scores_gemma":[0.9985007,0.0002192964,0.0005648147,0.00003606568,0.00009852239,0.0005806164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001982149,0.0002865032,0.9907436,0.00001992158,0.00003068147,0.0007709757,0.00009383426,0.00007647312,0.000699243,0.00002318578,0.0006594688,0.006397891],"study_design_scores_gemma":[0.00004659354,0.0003999147,0.9956987,0.00006005377,0.00002973399,0.002283699,0.0004218528,0.0004551789,0.0001641193,0.00007492975,0.0003552865,0.00001001937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973911,0.0005443348,0.0002090548,0.0004148387,0.00002359242,0.00003540983,0.0001883101,0.00001271256,0.001180619],"genre_scores_gemma":[0.9987784,0.0001855945,0.0003391637,0.0002298245,0.00006621659,0.00003394123,0.0001692265,0.000002241132,0.0001954267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003192858,"threshold_uncertainty_score":0.01068121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008529767113514277,"score_gpt":0.2623353747054158,"score_spread":0.2538056075919015,"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."}}