{"id":"W3042934231","doi":"10.1016/j.hrthm.2020.06.012","title":"Guidance for rebooting electrophysiology through the COVID-19 pandemic from the Heart Rhythm Society and the American Heart Association Electrocardiography and Arrhythmias Committee of the Council on Clinical Cardiology","year":2020,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Pandemic; Preparedness; Cardiac electrophysiology; Intensive care medicine; Heart Rhythm; Health care; Medical emergency; Cardiology; Disease; Internal medicine; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Electrophysiology","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":[0.004071439,0.0002980136,0.001245083,0.00001612726,0.00079532,0.00004403188,0.0002030751,0.0002214819,0.000001844913],"category_scores_gemma":[0.00485761,0.000143462,0.0009169531,0.0005534963,0.001895646,0.00004685152,0.0001884209,0.001282258,0.000006628835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003165151,"about_ca_system_score_gemma":0.001093762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009881161,"about_ca_topic_score_gemma":0.000118059,"domain_scores_codex":[0.9952428,0.001998267,0.0006669102,0.0006650782,0.0007524712,0.0006744663],"domain_scores_gemma":[0.987893,0.010592,0.0003440742,0.0007514984,0.0003360195,0.00008334225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00659671,0.00006576153,0.7954072,0.0001580854,0.001966214,0.00001213992,0.005137842,0.00003402476,0.01595131,0.001163249,0.1723721,0.001135349],"study_design_scores_gemma":[0.004326907,0.001658044,0.1163447,0.00004519992,0.0003060295,0.0008116589,0.0007507195,0.0008756383,0.0006979043,0.002350679,0.8716,0.0002325526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8597212,0.00416175,0.0005248703,0.1335653,0.000162619,0.00165038,0.00004878125,0.00006719567,0.00009790021],"genre_scores_gemma":[0.653348,0.0004117768,0.0001911397,0.3445137,0.001337251,0.0001556731,0.000003153046,0.00002902374,0.00001023341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6992279,"threshold_uncertainty_score":0.6984587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09714740528966954,"score_gpt":0.3702370709141015,"score_spread":0.2730896656244319,"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."}}