{"id":"W2613252700","doi":"10.1111/anec.12447","title":"2017 ISHNE-HRS expert consensus statement on ambulatory ECG and external cardiac monitoring/telemetry","year":2017,"lang":"en","type":"article","venue":"Annals of Noninvasive Electrocardiology","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Telemetry; Ambulatory; Clinical Practice; Ambulatory ECG; Intensive care medicine; Cardiology; Internal medicine; Physical therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02940315,0.001656655,0.003701456,0.005396185,0.001441885,0.005144521,0.005808725,0.009413519,0.01580015],"category_scores_gemma":[0.05866184,0.0009430264,0.004252488,0.003338558,0.001780544,0.003318385,0.004475356,0.007983699,0.01537781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003355698,"about_ca_system_score_gemma":0.01539312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006930577,"about_ca_topic_score_gemma":0.007222691,"domain_scores_codex":[0.9762663,0.00661025,0.007601526,0.001181481,0.007306824,0.001033765],"domain_scores_gemma":[0.9346299,0.01492428,0.00867579,0.002391186,0.03613572,0.003243156],"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":[0.0003206487,0.00009843109,0.001409638,0.01034867,0.0003031848,0.0004347492,0.0001951601,0.0006723556,0.0004390451,0.005062594,0.7183424,0.2623733],"study_design_scores_gemma":[0.0003444543,0.0001072259,0.006419672,0.0500623,0.0005207358,0.001157327,0.0004935562,0.0005544272,0.0006957007,0.006894571,0.9326162,0.0001337697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002963978,0.3638732,0.03345154,0.3251033,0.1179147,0.004315125,0.01599468,0.001024996,0.1353585],"genre_scores_gemma":[0.04473045,0.5069752,0.09813709,0.1345231,0.07859481,0.01299741,0.05691183,0.001123023,0.0660071],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02940315,"threshold_uncertainty_score":0.1555006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06099489963061953,"score_gpt":0.3573588543038036,"score_spread":0.296363954673184,"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."}}