{"id":"W2613494736","doi":"10.1016/j.hrthm.2017.03.038","title":"2017 ISHNE-HRS expert consensus statement on ambulatory ECG and external cardiac monitoring/telemetry","year":2017,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":291,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Cleveland Clinic; University of Rochester; Uniwersytet Warszawski; SUNY Downstate Medical Center; Boston Scientific Corporation; Uniwersytet Łódzki; Warszawski Uniwersytet Medyczny; National and Kapodistrian University of Athens; State University of New York; Biosense Webster; National Institutes of Health; Fondazione Salvatore Maugeri; Queen's University; Pfizer","keywords":"Medicine; Ambulatory; Clinical Practice; Telemetry; Intensive care medicine; Ambulatory ECG; Cardiology; Internal medicine; Computer science; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000371882,0.000199479,0.0004646753,0.00005522438,0.0003120392,0.000104762,0.00006145842,0.00008197631,0.0001132712],"category_scores_gemma":[0.00005575388,0.0001856213,0.0002671037,0.00001849049,0.0001567114,0.0000709732,0.00007145241,0.0001845348,0.0002293283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008921466,"about_ca_system_score_gemma":0.0000940304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003611085,"about_ca_topic_score_gemma":0.000003150218,"domain_scores_codex":[0.998683,0.00004152051,0.0002493938,0.0003824572,0.0003190956,0.0003245786],"domain_scores_gemma":[0.998664,0.00003191011,0.0000760419,0.0009616466,0.00004863963,0.0002177388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007337689,0.0003712907,0.1630645,0.0002815744,0.001781362,0.001952032,0.001197163,0.00004411278,0.008022874,0.0001487072,0.169241,0.6531616],"study_design_scores_gemma":[0.002414536,0.0002192201,0.4213097,0.0003381022,0.0001015364,0.0005934031,0.0003625464,0.00006476212,0.005658609,0.00002300508,0.5685859,0.0003286864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98615,0.006092529,0.00001548248,0.001407573,0.001237092,0.0003557159,0.00001204832,0.00005165016,0.00467794],"genre_scores_gemma":[0.9922884,0.001505412,0.001003133,0.0004132056,0.0008434373,0.0000292152,0.000003629699,0.00003690473,0.003876684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6528329,"threshold_uncertainty_score":0.7569418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03233962904123892,"score_gpt":0.322973328803236,"score_spread":0.290633699761997,"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."}}