{"id":"W3020949147","doi":"10.1093/eurheartj/ehaa269","title":"When genetic burden reaches threshold","year":2020,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Amsterdam Cardiovascular Sciences, Amsterdam University Medical Centers; Hartstichting; Fondation Leducq; European Society of Cardiology; Heart Rhythm Society","keywords":"Medicine","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":[0.0003077042,0.0001207159,0.0002620959,0.00003944866,0.0001605567,0.00005439567,0.00008141737,0.00001775389,0.000196901],"category_scores_gemma":[0.0001119222,0.00009565494,0.0001969602,0.00007390312,0.0000546998,0.00004854249,0.00009153477,0.0004069032,0.0005310384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001899104,"about_ca_system_score_gemma":0.00003587535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001403523,"about_ca_topic_score_gemma":1.182894e-7,"domain_scores_codex":[0.9990268,0.0001123028,0.000219016,0.0001646212,0.0002563209,0.0002209204],"domain_scores_gemma":[0.9993842,0.0000196726,0.00004795411,0.0001453014,0.00006512285,0.000337725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003681426,0.00005682426,0.1183412,0.00009026593,0.0003881702,0.006794456,0.01175841,0.00005382484,0.02958951,0.00004495052,0.8070741,0.02544014],"study_design_scores_gemma":[0.001067747,0.0004662317,0.2573419,0.0001049272,0.0001454888,0.005788952,0.0004677052,0.00003416928,0.0003789669,0.00005519754,0.734003,0.0001457368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7964742,0.0109999,0.0005350655,0.05770856,0.0005663214,0.000239427,0.000004657638,0.0001689703,0.1333029],"genre_scores_gemma":[0.9847902,0.0003945713,0.003000374,0.005108745,0.005752576,6.437139e-7,0.00000124383,0.00004053425,0.0009110819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.188316,"threshold_uncertainty_score":0.6825601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08459560184622139,"score_gpt":0.2889784495927282,"score_spread":0.2043828477465068,"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."}}